var bibbase_data = {"data":"<img src=\"//bibbase.org/img/ajax-loader.gif\" id=\"spinner\"\n  style=\"display: none;\" alt=\"Loading..\" />\n\n<div id=\"bibbase\">\n\n  <script type=\"text/javascript\">\n    var bibbase = {\n      params: {\"bib\":\"http://www.cmap.polytechnique.fr/~lepennec/files/Bib/LePennec.bib\",\"jsonp\":\"1\",\"theme\":\"simple\",\"group0\":\"year\",\"group1\":\"pubtype\",\"host\":\"bibbase.org\"},\n      data: [{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Clavier\"],\"firstnames\":[\"P.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Allassonnière\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Le\",\"Pennec\"],\"firstnames\":[\"E.\"],\"suffixes\":[]}],\"journal\":\"arXiv\",\"title\":\"Robust Reinforcement Learning with Distributional Risk-averse formulation\",\"year\":\"2022\",\"pubtype\":\"Preprint\",\"keywords\":\"Preprint, RL\",\"subject\":\"RL\",\"url_pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2022-arXiv-CALP\",\"arxiv\":\"2206.06841\",\"bibtex\":\"@article{clavier22,\\n  author          = {Clavier, P. and Allassonnière, S. and Le Pennec, E.},\\n  journal         = {arXiv},\\n  title           = {Robust Reinforcement Learning with Distributional Risk-averse formulation},\\n  year            = {2022},\\n  pubtype =\\t {Preprint},\\n  keywords =\\t {Preprint, RL},\\n  pubtype =\\t {Preprint},\\n  subject =\\t {RL},\\n  url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/RL/2022-arXiv-CALP},\\n  arXiv = {2206.06841}\\n}\\n\",\"author_short\":[\"Clavier, P.\",\"Allassonnière, S.\",\"Le Pennec, E.\"],\"key\":\"clavier22\",\"id\":\"clavier22\",\"bibbaseid\":\"clavier-allassonnire-lepennec-robustreinforcementlearningwithdistributionalriskaverseformulation-2022\",\"role\":\"author\",\"urls\":{\" pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2022-arXiv-CALP\"},\"keyword\":[\"Preprint\",\"RL\"],\"metadata\":{\"authorlinks\":{\"le pennec, e\":\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Gaudfernau\"],\"firstnames\":[\"F.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Blondiaux\"],\"firstnames\":[\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Allassonnière\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Le\",\"Pennec\"],\"firstnames\":[\"E.\"],\"suffixes\":[]}],\"journal\":\"arXiv\",\"title\":\"Wavelet-Based Multiscale Initial Flow For Improved Atlas Estimation in the Large Diffeomorphic Deformation Model Framework\",\"year\":\"2022\",\"lang\":\"English\",\"pubtype\":\"Preprint\",\"keywords\":\"Preprint, Health, ThemeHealth\",\"subject\":\"Health\",\"url_pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2022-HAL-GBALP.pdf\",\"arxiv\":\"2206.06841\",\"bibtex\":\"@article{gaudfernau22,\\n  author          = {Gaudfernau, F. and Blondiaux, E. and Allassonnière, S. and Le Pennec, E.},\\n  journal         = {arXiv},\\n  title           = {Wavelet-Based Multiscale Initial Flow For Improved Atlas Estimation in the Large Diffeomorphic Deformation Model Framework},\\n  year            = {2022},\\n  lang =\\t {English},\\n  pubtype =\\t {Preprint},\\n  keywords =\\t {Preprint, Health, ThemeHealth},\\n  pubtype =\\t {Preprint},\\n  subject =\\t {Health},\\n  url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/Health/2022-HAL-GBALP.pdf},\\n  arXiv = {2206.06841}\\n}\\n\\n% @article {stirnemann21m,\\n% \\tauthor = {Stirnemann, J. and Besson, R. and Spaggiari, E. and Bourgon, N. and Rojo, S. and Loge, F. and Peyro-Saint-Paul, H. and Allassonniere, S. and Le Pennec, E. and Ville, Y.},\\n% \\ttitle = {Description and clinical validation of a real-time AI diagnostic companion for fetal ultrasound examination},\\n% \\telocation-id = {2021.05.25.21257630},\\n% \\tyear = {2021},\\n% \\tdoi = {10.1101/2021.05.25.21257630},\\n% \\tpublisher = {Cold Spring Harbor Laboratory Press},\\n% \\tabstract = {Objective To describe a real-time decision support system (DSS), named SONIO, to assist ultrasound-based prenatal diagnosis and to assess its performance using a clinical database of precisely phenotyped postmortem examinations.Population and Methods This DSS is knowledge-based and comprises a dedicated thesaurus of 294 syndromes and diseases. It operates by suggesting, at each step of the ultrasound examination, the best next symptom to check for in order to optimize the diagnostic pathway to the smallest number of possible diagnoses. This assistant was tested on a single-center database of 251 cases of postmortem phenotypes with a definite diagnosis. Adjudication of discordant diagnoses was made by a panel of external experts. The primary outcome was a target concordance rate \\\\&gt;90\\\\% between the postmortem diagnosis and the top-7 diagnoses given by SONIO when providing the full phenotype as input. Secondary outcomes included concordance for the top-5 and top-3 diagnoses; We also assessed a {\\\\textquotedblleft}1-by-1{\\\\textquotedblright} model, providing only the anomalies sequentially prompted by the system, mimicking the use of the software in a real-life clinical setting.Results The validation database covered 96 of the 294 (32.65\\\\%) syndromes and 79\\\\% of their overall prevalence in the SONIO thesaurus. The adjudicators discarded 42/251 cases as they were not amenable to ultrasound based diagnosis. SONIO failed to make the diagnosis on 7/209 cases. On average, each case displayed 6 anomalies, 3 of which were considered atypical for the condition. Using the {\\\\textquoteleft}full-phenotype{\\\\textquoteright} model, the success rate of the top-7 output of Sonio was 96.7\\\\% (202/209). This was 91.9\\\\% and 87.1\\\\% for the top-5 and top-3 outputs respectively. Using the {\\\\textquotedblleft}1-by-1{\\\\textquotedblright} model, the correct diagnosis was within the top-7, top-5 and top-3 of SONIO{\\\\textquoteright}s output in 72.4\\\\%, 69.3\\\\% and 63.1\\\\%.Conclusion Sonio is a robust DSS with a success-rate \\\\&gt;95\\\\% for top-7 ranking diagnoses when the full phenotype is provided, using a large database of noisy real data. The success rate over 70\\\\% using the {\\\\textquoteleft}1-by-1{\\\\textquoteright} model was understandably lower, given that SONIO{\\\\textquoteright}s sequential queries may not systematically cover the full phenotype.Competing Interest StatementJS, RB, ES, SA, ELP and YV are co-founders of the SONIO company. SR, FLM and HPSP are employed by the SONIO company.Clinical TrialThis was a retrospective observational study from clinical recordsFunding StatementNo fundingAuthor DeclarationsI confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.YesThe details of the IRB/oversight body that provided approval or exemption for the research described are given below:This study was approved by the local ethics committee of the Necker hospital (IRB registration : CERPAHP.5 $\\\\#$00011928)All necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived.YesI understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).YesI have followed all appropriate research reporting guidelines and uploaded the relevant EQUATOR Network research reporting checklist(s) and other pertinent material as supplementary files, if applicable.YesThe validation data will be made partly available, upon request. The algorithms and thesaurus of the SONIO DSS are the property of the SONIO company},\\n% \\t% URL = {https://www.medrxiv.org/content/early/2021/05/25/2021.05.25.21257630},\\n%   % eprint = {https://www.medrxiv.org/content/early/2021/05/25/2021.05.25.21257630.full.pdf},\\n%   url_pdf = {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2021-medRxiv-SBSBRLPSPALPV.pdf},\\n% \\tjournal = {medRxiv},\\n%   lang =\\t {English},\\n%   pubtype =\\t {Preprint},\\n%   keywords =\\t {Preprint, Health, ThemeHealth, RL, ThemeRL},\\n%   pubtype =\\t {Preprint},\\n%   subject =\\t {Health, RL},\\n%   hal =\\t\\t {hal-03620367v1}\\n% }\\n\\n\",\"author_short\":[\"Gaudfernau, F.\",\"Blondiaux, E.\",\"Allassonnière, S.\",\"Le Pennec, E.\"],\"key\":\"gaudfernau22\",\"id\":\"gaudfernau22\",\"bibbaseid\":\"gaudfernau-blondiaux-allassonnire-lepennec-waveletbasedmultiscaleinitialflowforimprovedatlasestimationinthelargediffeomorphicdeformationmodelframework-2022\",\"role\":\"author\",\"urls\":{\" pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2022-HAL-GBALP.pdf\"},\"keyword\":[\"Preprint\",\"Health\",\"ThemeHealth\"],\"metadata\":{\"authorlinks\":{\"le pennec, e\":\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Besson\"],\"firstnames\":[\"R.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Le\",\"Pennec\"],\"firstnames\":[\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Allassonnière\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Stirnemann\"],\"firstnames\":[\"J.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Spaggiari\"],\"firstnames\":[\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Neuraz\"],\"firstnames\":[\"A.\"],\"suffixes\":[]}],\"title\":\"A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task\",\"journaltitle\":\"Preprint\",\"year\":\"2018\",\"keywords\":\"Preprint, Health, ThemeHealth, RL, ThemeRL\",\"pubtype\":\"Preprint\",\"subject\":\"Health, RL\",\"preprint\":\"Health/2018-arXiv-BLPASSN.pdf\",\"url_pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2018-arXiv-BLPASSN.pdf\",\"lang\":\"English\",\"arxiv\":\"1811.10112\",\"bibtex\":\"@Article{Besson18,\\n  author =\\t {Besson, R. and Le Pennec, E. and Allassonnière,\\n                  S. and Stirnemann, J. and Spaggiari, E. and Neuraz,\\n                  A.},\\n  title =\\t {A Model-Based Reinforcement Learning Approach for a\\n                  Rare Disease Diagnostic Task},\\n  journaltitle = {Preprint},\\n  year =\\t 2018,\\n  keywords =\\t {Preprint, Health, ThemeHealth, RL, ThemeRL},\\n  pubtype =\\t {Preprint},\\n  subject =\\t {Health, RL},\\n  preprint =\\t {Health/2018-arXiv-BLPASSN.pdf},\\n  url_PDF =\\n                  {http://lepennec.perso.math.cnrs.fr/Preprint/Health/2018-arXiv-BLPASSN.pdf},\\n  lang =\\t {English},\\n  arXiv =\\t {1811.10112}\\n}\\n\\n\",\"author_short\":[\"Besson, R.\",\"Le Pennec, E.\",\"Allassonnière, S.\",\"Stirnemann, J.\",\"Spaggiari, E.\",\"Neuraz, A.\"],\"key\":\"Besson18\",\"id\":\"Besson18\",\"bibbaseid\":\"besson-lepennec-allassonnire-stirnemann-spaggiari-neuraz-amodelbasedreinforcementlearningapproachforararediseasediagnostictask-2018\",\"role\":\"author\",\"urls\":{\" pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2018-arXiv-BLPASSN.pdf\"},\"keyword\":[\"Preprint\",\"Health\",\"ThemeHealth\",\"RL\",\"ThemeRL\"],\"metadata\":{\"authorlinks\":{\"le pennec, e\":\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Bergounioux\"],\"firstnames\":[\"M.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Le\",\"Pennec\"],\"firstnames\":[\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Trélat\"],\"firstnames\":[\"E.\"],\"suffixes\":[]}],\"title\":\"Fractional-order variational numerical methods for tomographic reconstruction of binary images \",\"journal\":\"Preprint\",\"year\":\"2018\",\"lang\":\"English\",\"keywords\":\"Preprint, Needlet, ThemeNeedlet\",\"pubtype\":\"Preprint\",\"subject\":\"Needlet\",\"preprint\":\"Needlet/2018-HAL-BLPT.pdf\",\"url_pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2018-HAL-BLPT.pdf\",\"hal\":\"hal-01794224\",\"bibtex\":\"@Article{Bergounioux18,\\n  author =\\t {Bergounioux, M. and Le Pennec, E. and Trélat, E.},\\n  title =\\t 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e\":\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Derman\"],\"firstnames\":[\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Le\",\"Pennec\"],\"firstnames\":[\"E.\"],\"suffixes\":[]}],\"title\":\"Clustering and Model Selection via Penalized Likelihood for Different-sized Categorical Data Vectors\",\"journal\":\"Submission\",\"year\":\"2017\",\"lang\":\"English\",\"keywords\":\"Preprint, eGMM, ThemeCond\",\"pubtype\":\"Preprint\",\"subject\":\"eGMM\",\"preprint\":\"eGMM/2017-arXiv-DLP.pdf\",\"url_pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2017-arXiv-DLP.pdf\",\"arxiv\":\"1709.02294\",\"bibtex\":\"@Article{Derman17,\\n  author =\\t {Derman, E. and Le Pennec, E.},\\n  title =\\t {Clustering and Model Selection via Penalized\\n                  Likelihood for Different-sized Categorical Data\\n         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e\":\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\"}},\"html\":\"\"},{\"bibtype\":\"techreport\",\"type\":\"techreport\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Gautier\"],\"firstnames\":[\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Le\",\"Pennec\"],\"firstnames\":[\"E.\"],\"suffixes\":[]}],\"title\":\"Adaptive Estimation in the Nonparametric Random Coefficients Binary Choice Model by Needlet Thresholding (extended version)\",\"institution\":\"Inria\",\"year\":\"2013\",\"keywords\":\"TechReport, Needlet, ThemeNeedlet\",\"pubtype\":\"Technical report\",\"subject\":\"Needlet\",\"preprint\":\"Needlet/2011-arXiv-GLP.pdf\",\"url_pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2011-arXiv-GLP.pdf\",\"lang\":\"English\",\"hal\":\"inria-00601274v1\",\"arxiv\":\"1106.3503\",\"inriarr\":\"7647\",\"bibtex\":\"@TechReport{gautier11:_adapt_estim_nonpar_random_coeff,\\n  author =\\t {Gautier, E. and Le Pennec, E.},\\n  title =\\t {Adaptive Estimation in the Nonparametric Random\\n                  Coefficients Binary Choice Model by Needlet\\n                  Thresholding (extended version)},\\n  institution =\\t {Inria},\\n  year =\\t 2013,\\n  keywords =\\t {TechReport, Needlet, ThemeNeedlet},\\n  pubtype =\\t {Technical report},\\n  subject =\\t {Needlet},\\n  preprint =\\t {Needlet/2011-arXiv-GLP.pdf},\\n  url_PDF = {http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2011-arXiv-GLP.pdf},\\n  lang =\\t {English},\\n  hal =\\t\\t {inria-00601274v1},\\n  arXiv =\\t {1106.3503},\\n  inriaRR =\\t 7647\\n}\\n\\n\",\"author_short\":[\"Gautier, E.\",\"Le Pennec, E.\"],\"key\":\"gautier11:_adapt_estim_nonpar_random_coeff\",\"id\":\"gautier11:_adapt_estim_nonpar_random_coeff\",\"bibbaseid\":\"gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholdingextendedversion-2013\",\"role\":\"author\",\"urls\":{\" pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2011-arXiv-GLP.pdf\"},\"keyword\":[\"TechReport\",\"Needlet\",\"ThemeNeedlet\"],\"metadata\":{\"authorlinks\":{\"le pennec, e\":\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Cohen\"],\"firstnames\":[\"S.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Le\",\"Pennec\"],\"firstnames\":[\"E.\"],\"suffixes\":[]}],\"title\":\"Conditional Density Estimation by Penalized Likelihood Model Selection\",\"journal\":\"Submission\",\"year\":\"2013\",\"keywords\":\"Preprint, eGMM, ThemeCond\",\"pubtype\":\"Preprint\",\"subject\":\"eGMM\",\"preprint\":\"eGMM/2011-Pre1-CLP.pdf\",\"url_pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-Pre1-CLP.pdf\",\"lang\":\"English\",\"bibtex\":\"@Article{cohen11:_condit_densit_estim_penal_likel_model,\\n  author =\\t {Cohen, S. and Le Pennec, E.},\\n  title =\\t {Conditional Density Estimation by Penalized\\n                  Likelihood Model Selection},\\n  journal =\\t {Submission},\\n  year =\\t 2013,\\n  keywords =\\t {Preprint, eGMM, ThemeCond},\\n  pubtype =\\t {Preprint},\\n  subject =\\t {eGMM},\\n  preprint =\\t {eGMM/2011-Pre1-CLP.pdf},\\n  url_PDF =\\n                  {http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-Pre1-CLP.pdf},\\n  lang =\\t {English}\\n}\\n\\n%%% Accepted\\n\\n%%% 2024\\n\",\"author_short\":[\"Cohen, S.\",\"Le Pennec, E.\"],\"key\":\"cohen11:_condit_densit_estim_penal_likel_model\",\"id\":\"cohen11:_condit_densit_estim_penal_likel_model\",\"bibbaseid\":\"cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselection-2013\",\"role\":\"author\",\"urls\":{\" pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-Pre1-CLP.pdf\"},\"keyword\":[\"Preprint\",\"eGMM\",\"ThemeCond\"],\"metadata\":{\"authorlinks\":{\"le pennec, e\":\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Clavier\"],\"firstnames\":[\"P.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Le\",\"Pennec\"],\"firstnames\":[\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Geist\"],\"firstnames\":[\"M.\"],\"suffixes\":[]}],\"booktitle\":\"Conference on Uncertainty in Artificial Intelligence (UAI)\",\"title\":\"Towards Minimax Optimality of Model-based Robust Reinforcement Learning\",\"year\":\"2024\",\"keywords\":\"Proceedings, RL, ThemeRL\",\"pubtype\":\"Proceedings of international conference\",\"subject\":\"RL\",\"url_pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-UAI-CLPG\",\"lang\":\"english\",\"bibtex\":\"@inproceedings{clavier24,\\n  author          = {Clavier, P. and Le Pennec, E. and Geist, M.},\\n  booktitle       = {Conference on Uncertainty in Artificial Intelligence (UAI)},\\n  title           = {Towards Minimax Optimality of Model-based Robust Reinforcement Learning},\\n  year            = {2024},\\n   keywords =\\t {Proceedings, RL, ThemeRL},\\n  pubtype =\\t {Proceedings of international conference},\\n  subject =\\t {RL},\\n   url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-UAI-CLPG},\\n  lang = {english}\\n}\\n\\n\\n\",\"author_short\":[\"Clavier, P.\",\"Le Pennec, E.\",\"Geist, M.\"],\"key\":\"clavier24\",\"id\":\"clavier24\",\"bibbaseid\":\"clavier-lepennec-geist-towardsminimaxoptimalityofmodelbasedrobustreinforcementlearning-2024\",\"role\":\"author\",\"urls\":{\" pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-UAI-CLPG\"},\"keyword\":[\"Proceedings\",\"RL\",\"ThemeRL\"],\"metadata\":{\"authorlinks\":{\"le pennec, e\":\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Forghieri\"],\"firstnames\":[\"O.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Castel\"],\"firstnames\":[\"H.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Hyon\"],\"firstnames\":[\"E.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Le\",\"Pennec\"],\"firstnames\":[\"E.\"],\"suffixes\":[]}],\"booktitle\":\"International Conference on Automated Planning and Scheduling\",\"title\":\"Progressive State Space Disaggregation for Infinite Horizon Dynamic Programming\",\"year\":\"2024\",\"keywords\":\"Proceedings, RL, ThemeRL\",\"pubtype\":\"Proceedings of international conference\",\"subject\":\"RL\",\"url_pdf\":\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-ICAPS-FCHLP.pdf\",\"lang\":\"english\",\"bibtex\":\"@inproceedings{Forghieri24,\\n  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  author          = {Clavier, P. and Allassonnière, S. and Le Pennec, E.},
  journal         = {arXiv},
  title           = {Robust Reinforcement Learning with Distributional Risk-averse formulation},
  year            = {2022},
  pubtype =	 {Preprint},
  keywords =	 {Preprint, RL},
  pubtype =	 {Preprint},
  subject =	 {RL},
  url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/RL/2022-arXiv-CALP},
  arXiv = {2206.06841}
}


@article{gaudfernau22,
  author          = {Gaudfernau, F. and Blondiaux, E. and Allassonnière, S. and Le Pennec, E.},
  journal         = {arXiv},
  title           = {Wavelet-Based Multiscale Initial Flow For Improved Atlas Estimation in the Large Diffeomorphic Deformation Model Framework},
  year            = {2022},
  lang =	 {English},
  pubtype =	 {Preprint},
  keywords =	 {Preprint, Health, ThemeHealth},
  pubtype =	 {Preprint},
  subject =	 {Health},
  url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/Health/2022-HAL-GBALP.pdf},
  arXiv = {2206.06841}
}

% @article {stirnemann21m,
% 	author = {Stirnemann, J. and Besson, R. and Spaggiari, E. and Bourgon, N. and Rojo, S. and Loge, F. and Peyro-Saint-Paul, H. and Allassonniere, S. and Le Pennec, E. and Ville, Y.},
% 	title = {Description and clinical validation of a real-time AI diagnostic companion for fetal ultrasound examination},
% 	elocation-id = {2021.05.25.21257630},
% 	year = {2021},
% 	doi = {10.1101/2021.05.25.21257630},
% 	publisher = {Cold Spring Harbor Laboratory Press},
% 	abstract = {Objective To describe a real-time decision support system (DSS), named SONIO, to assist ultrasound-based prenatal diagnosis and to assess its performance using a clinical database of precisely phenotyped postmortem examinations.Population and Methods This DSS is knowledge-based and comprises a dedicated thesaurus of 294 syndromes and diseases. It operates by suggesting, at each step of the ultrasound examination, the best next symptom to check for in order to optimize the diagnostic pathway to the smallest number of possible diagnoses. This assistant was tested on a single-center database of 251 cases of postmortem phenotypes with a definite diagnosis. Adjudication of discordant diagnoses was made by a panel of external experts. The primary outcome was a target concordance rate \&gt;90\% between the postmortem diagnosis and the top-7 diagnoses given by SONIO when providing the full phenotype as input. Secondary outcomes included concordance for the top-5 and top-3 diagnoses; We also assessed a {\textquotedblleft}1-by-1{\textquotedblright} model, providing only the anomalies sequentially prompted by the system, mimicking the use of the software in a real-life clinical setting.Results The validation database covered 96 of the 294 (32.65\%) syndromes and 79\% of their overall prevalence in the SONIO thesaurus. The adjudicators discarded 42/251 cases as they were not amenable to ultrasound based diagnosis. SONIO failed to make the diagnosis on 7/209 cases. On average, each case displayed 6 anomalies, 3 of which were considered atypical for the condition. Using the {\textquoteleft}full-phenotype{\textquoteright} model, the success rate of the top-7 output of Sonio was 96.7\% (202/209). This was 91.9\% and 87.1\% for the top-5 and top-3 outputs respectively. Using the {\textquotedblleft}1-by-1{\textquotedblright} model, the correct diagnosis was within the top-7, top-5 and top-3 of SONIO{\textquoteright}s output in 72.4\%, 69.3\% and 63.1\%.Conclusion Sonio is a robust DSS with a success-rate \&gt;95\% for top-7 ranking diagnoses when the full phenotype is provided, using a large database of noisy real data. The success rate over 70\% using the {\textquoteleft}1-by-1{\textquoteright} model was understandably lower, given that SONIO{\textquoteright}s sequential queries may not systematically cover the full phenotype.Competing Interest StatementJS, RB, ES, SA, ELP and YV are co-founders of the SONIO company. SR, FLM and HPSP are employed by the SONIO company.Clinical TrialThis was a retrospective observational study from clinical recordsFunding StatementNo fundingAuthor DeclarationsI confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.YesThe details of the IRB/oversight body that provided approval or exemption for the research described are given below:This study was approved by the local ethics committee of the Necker hospital (IRB registration : CERPAHP.5 $\#$00011928)All necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived.YesI understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).YesI have followed all appropriate research reporting guidelines and uploaded the relevant EQUATOR Network research reporting checklist(s) and other pertinent material as supplementary files, if applicable.YesThe validation data will be made partly available, upon request. The algorithms and thesaurus of the SONIO DSS are the property of the SONIO company},
% 	% URL = {https://www.medrxiv.org/content/early/2021/05/25/2021.05.25.21257630},
%   % eprint = {https://www.medrxiv.org/content/early/2021/05/25/2021.05.25.21257630.full.pdf},
%   url_pdf = {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2021-medRxiv-SBSBRLPSPALPV.pdf},
% 	journal = {medRxiv},
%   lang =	 {English},
%   pubtype =	 {Preprint},
%   keywords =	 {Preprint, Health, ThemeHealth, RL, ThemeRL},
%   pubtype =	 {Preprint},
%   subject =	 {Health, RL},
%   hal =		 {hal-03620367v1}
% }



@Article{Besson18,
  author =	 {Besson, R. and Le Pennec, E. and Allassonnière,
                  S. and Stirnemann, J. and Spaggiari, E. and Neuraz,
                  A.},
  title =	 {A Model-Based Reinforcement Learning Approach for a
                  Rare Disease Diagnostic Task},
  journaltitle = {Preprint},
  year =	 2018,
  keywords =	 {Preprint, Health, ThemeHealth, RL, ThemeRL},
  pubtype =	 {Preprint},
  subject =	 {Health, RL},
  preprint =	 {Health/2018-arXiv-BLPASSN.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Preprint/Health/2018-arXiv-BLPASSN.pdf},
  lang =	 {English},
  arXiv =	 {1811.10112}
}



@Article{Bergounioux18,
  author =	 {Bergounioux, M. and Le Pennec, E. and Trélat, E.},
  title =	 {Fractional-order variational numerical methods for
                  tomographic reconstruction of binary images },
  journal =	 {Preprint},
  year =	 2018,
  lang =	 {English},
  keywords =	 {Preprint, Needlet, ThemeNeedlet},
  pubtype =	 {Preprint},
  subject =	 {Needlet},
  preprint =	 {Needlet/2018-HAL-BLPT.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2018-HAL-BLPT.pdf},
  hal =		 {hal-01794224}
}



@Article{Derman17,
  author =	 {Derman, E. and Le Pennec, E.},
  title =	 {Clustering and Model Selection via Penalized
                  Likelihood for Different-sized Categorical Data
                  Vectors},
  journal =	 {Submission},
  year =	 2017,
  lang =	 {English},
  keywords =	 {Preprint, eGMM, ThemeCond},
  pubtype =	 {Preprint},
  subject =	 {eGMM},
  preprint =	 {eGMM/2017-arXiv-DLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2017-arXiv-DLP.pdf},
  arXiv =	 {1709.02294}
}




@TechReport{gautier11:_adapt_estim_nonpar_random_coeff,
  author =	 {Gautier, E. and Le Pennec, E.},
  title =	 {Adaptive Estimation in the Nonparametric Random
                  Coefficients Binary Choice Model by Needlet
                  Thresholding (extended version)},
  institution =	 {Inria},
  year =	 2013,
  keywords =	 {TechReport, Needlet, ThemeNeedlet},
  pubtype =	 {Technical report},
  subject =	 {Needlet},
  preprint =	 {Needlet/2011-arXiv-GLP.pdf},
  url_PDF = {http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2011-arXiv-GLP.pdf},
  lang =	 {English},
  hal =		 {inria-00601274v1},
  arXiv =	 {1106.3503},
  inriaRR =	 7647
}



@Article{cohen11:_condit_densit_estim_penal_likel_model,
  author =	 {Cohen, S. and Le Pennec, E.},
  title =	 {Conditional Density Estimation by Penalized
                  Likelihood Model Selection},
  journal =	 {Submission},
  year =	 2013,
  keywords =	 {Preprint, eGMM, ThemeCond},
  pubtype =	 {Preprint},
  subject =	 {eGMM},
  preprint =	 {eGMM/2011-Pre1-CLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-Pre1-CLP.pdf},
  lang =	 {English}
}

%%% Accepted

%%% 2024


@inproceedings{clavier24,
  author          = {Clavier, P. and Le Pennec, E. and Geist, M.},
  booktitle       = {Conference on Uncertainty in Artificial Intelligence (UAI)},
  title           = {Towards Minimax Optimality of Model-based Robust Reinforcement Learning},
  year            = {2024},
   keywords =	 {Proceedings, RL, ThemeRL},
  pubtype =	 {Proceedings of international conference},
  subject =	 {RL},
   url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-UAI-CLPG},
  lang = {english}
}




@inproceedings{Forghieri24,
  author          = {Forghieri, O. and Castel, H. and Hyon, E. and Le Pennec, E.},
  booktitle       = {International Conference on Automated Planning and Scheduling},
  title           = {Progressive State Space Disaggregation for Infinite Horizon Dynamic Programming},
  year            = {2024},
  keywords =	 {Proceedings, RL, ThemeRL},
  pubtype =	 {Proceedings of international conference},
  subject =	 {RL},
  url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-ICAPS-FCHLP.pdf},
  lang = {english}
}

%%% 2023



@Patent{Dhaou23p,
  author =	 {Dhaou, A. and Bertoncello, A. and Gourvenec, S. and Garnier, J. and Le Pennec, E.},
  title =	 {Procédé de contrôle d'un système et produit programme d'ordinateur associé},
  year =	 2023,
  number =	 {FR3124868B1},
  keywords =	 {Patent, Causality, ThemeCausality},
  pubtype =	 {Patent},
  theme = {Causality},
  reprint =	 {Patent/2023-DBGGLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-DBGGLP.pdf},
  reprintok =	 1,
  lang =	 {Français}
}



@inproceedings{gaudfernau23b,
  author          = {Gaudfernau, F. Allassonière, S. and Le Pennec, E.},
  booktitle       = {GRETSI},
  title           = {Un algorithme multiéchelle pour déformer les objets de façon réaliste - application à la modélisation de la croissance du cerveau foetal},
  year            = {2023},
  keywords =	 {Actes, Health, ThemeHealth},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {Health},
    url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-GRETSI-GALP.pdf},
  lang = {fr}
}



@article{stirnemann23,
  author          = {Stirnemann, J. and Besson, R. and Spaggiari, E.  and Rojo, S. and Loge, F. and Peyro-Saint-Paul, H. and Allassonniere, S. and Le Pennec, E. and Hutchinson, C. and Sebire, N.J. and Ville, Y.},
  journal         = {Ultrasound in Obstetrics \& Gynecology},
  number          = {62},
  title           = {Development and clinical validation of real-time artificial intelligence diagnostic companion for fetal ultrasound examination},
  volume          = {3},
  year            = {2023},
  pages           = {353-360},
  keywords =	 {Article, Health, ThemeHealth},
  pubtype =	 {Article},
  subject =	 {Health},
  doi = {10.1002/uog.26242},
  lang = {english},
  url_pdf = {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2023-UOG-SBSBRLPPALPHSV.pdf},
}



@inproceedings{monchot23,
  author          = {Monchot, P. and Coquelin, L. and Petit, S. and Marmin, S. and Le Pennec, E. and Fischer, N.},
  booktitle       = {International Conference on Machine Learning},
  title           = {Input uncertainty propagation through trained neural networks},
  year            = {2023},
  keywords =	 {Proceedings, Causality, ThemeCausality},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Causality},
    url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/Causality/2023-ICML-MCPMLP.pdf},
  lang = {english}
}



@inproceedings{gaudfernau23,
  author          = {Gaudfernau, F. and Allassonnière, S. and Le Pennec, E.},
  booktitle       = {SPIE Medical Imaging},
  title           = {A multiscale algorithm for computing realistic image transformations - Application to the modelling of fetal brain growth},
  year            = {2023},
  keywords =	 {Proceedings, Health, ThemeHealth},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Health},
  url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-SPIE-GALP.pdf},
  lang = {english}
}

%%% 2022



@inproceedings{stirnemann22,
  author          = {Stirnemann, J. and Besson, R. and Spaggiari, E.  and Rojo, S. and Loge, F. and Peyro-Saint-Paul, H. and Allassonniere, S. and Le Pennec, E. and Hutchinson, C. and Sebire, N.J. and Ville, Y.},
title = {Clinical validation of a real‐time AI diagnostic companion for fetal ultrasound examination},
boktitle = {Ultrasound in Obstetrics \& Gynecology},
volume = {60},
pages = {14-15},
keywords =	 {Proceedings, Health, ThemeHealth},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Health},
doi = {10.1002/uog.26242},
url_pdf = {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2022-UOG-SBSBRLPPALPHSV.pdf},
year = {2022},
  lang =	 {English}
}

%%% 2021



@Patent{allassonniere21,
  author =	 {Allassonnière, S. and Besson, R. and Le Pennec, E.},
  title =	 {Real-time diagnosis aid method and decision-support for medical diagnosis to a user of a medical system },
  year =	 2024,
  number =	 {US11881309B2},
  keywords =	 {Patent, TOP5, Health, ThemeHealth, RL, ThemeRL},
  subject =	 {Health, RL},
  pubtype =	 {Patent},
  reprint =	 {Patent/2021-ABLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2024-ABLP.pdf},
  reprintok =	 1,
  lang =	 {English}
}



@inproceedings{Dhaou21,
  author          = {Dhaou, A. and Bertoncello, A. and Gourvénec, S. and Garnier, J. and Le Pennec, E.},
  title           = {Causal and Interpretable Rules for Time Series Analysis},
  booktitle       = {Knowledge Discovery and Data Mining},
  year            = {2021},
  doi             = {doi/10.1145/3447548.3467161},
  pubtype =	 {Proceedings of international conference},
  keywords =	 {Proceedings, Causality, ThemeCausality},
  x-international-audience ={yes},
  x-proceedings ={yes},
  subject = {Causality},
  x-invited-conference ={no},
  pages = {2764–2772},
  url_PDF = {http://lepennec.perso.math.cnrs.fr/Reprint/Causality/2021-KDD-DBGGLP.pdf},
  lang =	 {English}
}



@Article{Loge21,
  author          = {Logé, F. and Le Pennec, E. and Amadou-Boubacar, H.},
  title           = {Intelligent Questionnaires Using Approximate Dynamic Programming},
  journal       = {i-com},
  year            = {2021},
  keywords =	 {Article, Health, ThemeHealth, TOP5, RL, ThemeRL},
  pubtype =	 {Article},
  subject =	 {Health, RL},
  volume = 19,
  number = 3,
  pages = {227-237},
  doi = {doi/10.1515/icom-2020-0022},
  %preprint = {RL/2020-LLPAB-UCAI.pdf},
  reprint = {RL/2021-LLPAB-i-com.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2021-LLPAB-i-com.pdf},
  reprintOK = 1,
  lang =	 {English}
}



@inproceedings{stirnemann21,
  author          = {Stirnemann, J. and Besson, R. and Spaggiari, E. and Bourgon, N. and Rojo, S. and Loge, F. and Peyro-Saint-Paul, H. and Allassonniere, S. and Le Pennec, E. and Ville, Y.},
title = {Description and clinical validation of a real-time AI diagnostic companion for fetal ultrasound examination},
booktitle = {Ultrasound in Obstetrics \& Gynecology},
volume = {58},
number = {S1},
pages = {169-170},
keywords =	 {Proceedings, Health, ThemeHealth},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Health},
doi = {10.1002/uog.24291},
%url = {https://obgyn.onlinelibrary.wiley.com/doi/abs/10.1002/uog.24291},
%eprint = {https://obgyn.onlinelibrary.wiley.com/doi/pdf/10.1002/uog.24291},
url_pdf = {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2021-UOG-SBSBRLPSPALPV.pdf},
year = {2021},
  lang =	 {English}
}

%%% 2020


@inproceedings{LogeDSHealh20,
  author          = {Logé, F. and Le Pennec, E. and Amadou-Boubacar, H.},
  title           = {Challenging common bolus advisor for self-monitoring type-I diabetes patients using Reinforcement Learning},
  booktitle       = {2020 KDD Workshop on Applied Data Science for Healthcare},
  year            = {2020},
  keywords =	 {Proceedings, Health, ThemeHealth, TOP5, RL, ThemeRL},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Health, RL},
  x-international-audience ={yes},
  x-proceedings ={yes},
  x-invited-conference ={no},
  preprint = {RL/2020-LLPAB-DSHealth.pdf},
  reprint = {RL/2020-LLPAB-DSHealth.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-DSHealth.pdf},
  arxiv = {2007.11880},
  reprintOK = 1,
  lang =	 {English}
}



@inproceedings{LogeUCAI20,
  author          = {Logé, F. and Le Pennec, E. and Amadou-Boubacar, H.},
  title           = {Adaptive predictive-questionnaire
by approximate dynamic programming},
  booktitle       = {UCAI 2020},
  year            = {2020},
  keywords =	 {Proceedings, RL, ThemeRL},
  pubtype =	 {Proceedings of international conference},
  subject =	 {RL},
  x-international-audience ={yes},
  x-proceedings ={yes},
  x-invited-conference ={no},
  preprint = {RL/2020-LLPAB-UCAI.pdf},
  reprint = {RL/2020-LLPAB-UCAI.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-UCAI.pdf},
  reprintOK = 1,
  lang =	 {English}
}



@InProceedings{BessonIcaart20,
  author =	 {Besson, R. and Le Pennec, E. and Allassonnière,
                  S. and Stirnemann, J. and Neuraz, A. and Spaggiari,
                  E.},
  title =	 {Optimization of a Sequential Decision Making Problem for a Rare Disease Diagnostic Application},
  year =	 2020,
  booktitle =	 {ICAART 2020},
  keywords =	 {Proceedings, Health, ThemeHealth, TOP5, RL, ThemeRL},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Health, RL},
  x-international-audience ={yes},
  x-proceedings ={yes},
  x-invited-conference ={no},
  preprint = {RL/2020-BLPSNSA-ICAART.pdf},
  reprint = {RL/2020-BLPSNSA-ICAART.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-BLPSNSA-ICAART.pdf},
  reprintOK = 1,
  lang =	 {English},
  doi = {10.5220/0008938804750482}
}

%%% 2019




@Patent{Prenat19,
  author =	 {Prenat, M. and Le Pennec, E. and Berginc, G.},
  title =	 {Procédé de synthèse d'images},
  year =	 2023,
  number =	 {FR/3075438B1},
  keywords =	 {Patent, Detection, ThemeDetection},
  pubtype =	 {Patent},
  theme = {Detection},
  reprint =	 {Patent/2019-PLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-PLPG.pdf},
  reprintok =	 1,
  lang =	 {Français}
}



@Article{Besson19,
  author =	 {Besson, R. and Le Pennec, E. and Allassonnière, S.},
  title =	 {Learning from both experts and data},
  journal =	 {Entropy},
  year =	 2019,
  keywords =	 {Article, RL, ThemeRL},
  pubtype =	 {Article},
  subject =	 {RL},
  volume =	 12,
  number =	 1,
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-Entropy-BLPA.pdf},
  preprint =	 {RL/2019-arXiv-BLPA.pdf},
  reprint =	 {RL/2019-Entropy-BLPA.pdf},
  reprintok =	 1,
  lang =	 {English},
  arXiv =	 {1910.09043},
  doi =		 {10.3390/e21121208}
}



@InProceedings{Levent19,
  author =	 {Levent, T. and Preux, Ph. and Le Pennec, E. and
                  Badosa, J. and Henri, G. and Bonnassieux, Y.},
  title =	 {Energy Management for Microgrids: a Reinforcement
                  Learning Approach},
  booktitle =	 {IEE ISGT Europe},
  year =	 2019,
  x-international-audience ={yes},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Proceedings, RL, TOP5},
  pubtype =	 {Proceedings of international conference},
  subject =	 {RL},
  preprint =	 {RL/2019-ISGT-LPLPBHB.pdf},
  reprint =	 {RL/2019-ISGT-LPLPBHB.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-ISGT-LPLPBHB.pdf},
  reprintok =	 1,
  lang =	 {English},
  doi =		 {10.1109/ISGTEurope.2019.8905538}
}



@Article{nguyen19:_autom_inter_coron_mass_eject,
  author =	 {Nguyen, G. and Aunai, N. and Fontaine, D. and Le
                  Pennec, E. and Vandenbossche, J. and Jeandet, A. and
                  Bakkali, B. and Vignoli, L. and Refaldo-Saint
                  Blancard, B.},
  title =	 {Automatic detection of Interplanetary Coronal Mass
                  Ejections from in-situ data: a deep learning
                  approach},
  journal =	 {The Astrophysical Journal},
  year =	 2019,
  lang =	 {English},
  subject =	 {Detection},
  pubtype =	 {Article},
  keywords =	 {Article, Detection, ThemeTarget},
  arxiv =	 {1903.10780},
  preprint =	 {Detection/2019-arXiv-NAFLPVJBVR.pdf},
  reprint =	 {Detection/2019-Astro-NAFLPVJBVR.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2019-Astro-NAFLPVJBVR.pdf},
  reprintok =	 1,
  doi =		 {10.3847/1538-4357/ab0d24}
}



@Article{montuelle18:_pac,
  author =	 {Montuelle, L. and Le Pennec, E.},
  title =	 {PAC-Bayesian aggregation of linear estimators},
  journal =	 {Nonparametric Statistics},
  year =	 2019,
  page =	 {133-144},
  lang =	 {English},
  keywords =	 {Article, eGMM, ThemeAggreg},
  pubtype =	 {Article},
  subject =	 {Aggregation},
  preprint =	 {Aggregation/2018-arXiv-MLP.pdf},
  reprint =	 {Aggregation/2019-NPS-MLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2019-NPS-MLP.pdf},
  reprintok =	 1,
  arXiv =	 {1410.0661},
  doi =		 {10.1007/978-3-319-96941-1_9}
}




@InProceedings{Solelhac19,
  author =	 {Solelhac, G. and Brigham, M. and
                  Bouchequet, P. and Andrillon, Th. and
		  Chennaoui, M. and Le Pennec, E. and Rey, M. and Léger, D.},
  title =	 {Representation Of Polysomnography Recordings As Low Dimensional Trajectories },
  booktitle =	 {Sleep},
  volume =	 42,
  pages =	 {A128},
  year =	 2019,
  note =         {33rd Annual Meeting of the Associated Professional Sleep Societies}, 
  doi =		 {10.1093/sleep/zsz067.314},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Proceedings, Health, ThemeHealth},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Health},
  preprint =	 {Health/2019-Sleep-SBBACLPRL},
  reprint =	 {Health/2019-Sleep-SBBACLPRL.pdf},
  reprintok =	 1,
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2019-Slepp-SBBACLPRL.pdf},
  lang =	 {English}
}

%%% 2018



@Book{cornillon18:_r,
  title =	 {R pour la statistique et la science des données},
  year =	 2018,
  author =	 {Cornillon, P.-A. and Guyader, A. and Husson, F.  and
                  Jégou, N. and Josse, J. and Klutchnikoff, N. and Le
                  Pennec, E. and Matzner-Løber, E. and Rouvière,
                  L. and Thieurmel, B.},
  publisher =	 {PUR},
  isbn =	 {978-2-7535-7573-8},
  lang =	 {Francais},
  keywords =	 {Book, R},
  pubtype =	 {Book},
  preprint =	 {R/2018-R.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Preprint/R/2018-R.pdf},
}



@Article{bergounioux18:_variat_method_tomog_recon_few_views,
  author =	 {Bergounioux, M. and Abraham, I. and Abraham, R. and
                  Carlier, G.  and Le Pennec, E. and Trélat, E.},
  title =	 {Variational Methods for Tomographic Reconstruction
                  with Few Views},
  journaltitle = {Milan Journal of Mathematics},
  year =	 2018,
  doi =		 {10.1007/s00032-018-0285-1},
  lang =	 {English},
  keywords =	 {Article, Needlet, ThemeNeedlet},
  pubtype =	 {Preprint},
  subject =	 {Needlet},
  preprint =	 {Needlet/2018-arXiv-BAACLPT.pdf},
  reprint =	 {Needlet/2018-Milan-BAACLPT.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-Milan-BAACLPT.pdf},
  reprintOK =	 1
}



@InProceedings{Solelhac18nouvelle,
  author =	 {Solelhac, G. and Brigham, M. and Marini, C. and
                  Bouchequet, P. and Chennaoui, M. and Le Pennec,
                  E. and Léger, D.},
  title =	 {Une nouvelle représentation de la polysomnographie
                  par une technique de machine learning nonsupervisée},
  booktitle =	 {Médecine du Sommeil},
  volume =	 15,
  number =	 1,
  pages =	 49,
  year =	 2018,
  note =	 "Résumés du Congrès du Sommeil. Marseille, 23-25
                  novembre 2017",
  issn =	 "1769-4493",
  doi =		 "10.1016/j.msom.2018.01.132",
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, Health, ThemeHealth},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {Health},
  preprint =	 {Health/2017-Sommeil-SBMBCLPL.pdf},
  reprint =	 {Health/2017-Sommeil-SBMBCLPL.pdf},
  reprintok =	 1,
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-Sommeil-SBMBCLPL.pdf},
  lang =	 {Français}
}



@Article{gautier16:_adapt_estim_nonpar_random_coeff,
  author =	 {Gautier, E. and Le Pennec, E.},
  title =	 {Adaptive Estimation in the Nonparametric Random
                  Coefficients Binary Choice Model by Needlet
                  Thresholding},
  journal =	 {EJS},
  year =	 2018,
  volume =	 12,
  nummber =	 1,
  page =	 {277-320},
  doi =		 {10.1214/17-EJS1383},
  SICI =	 {1935-7524(2018)12:1<277:AEITNR>2.0.CO;2-U},
  keywords =	 {Article, Needlet, ThemeNeedlet},
  pubtype =	 {Article},
  subject =	 {Needlet},
  preprint =	 {Needlet/2017-arXiv-GLP.pdf},
  reprint =	 {Needlet/2018-EJS-GLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-EJS-GLP.pdf},
  reprintok =	 1,
  lang =	 {English},
  hal =		 {inria-00601274},
  arXiv =	 {1106.3503},
  inriaRR =	 7647,
}



%%% 2017



@InProceedings{BessonSfdS17,
  author =	 {Besson, R. and Le Pennec, E. and Allassonière, S.},
  title =	 {Optimisation d'arbre de décision pour un problème de
                  détection précoce d'anomalies foetales},
  booktitle =	 {Journée de la SFdS},
  year =	 2017,
  address =	 {Avignon},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, Health, ThemeHealth},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {Health},
  preprint =	 {Health/2017-SFdS-BLPA.pdf},
  reprint =	 {Health/2017-SFdS-BLPA.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-SFdS-BLPA.pdf},
  reprintok =	 1,
  lang =	 {Francais},
}


%%% 2015



@InProceedings{ThivSfdS15,
  author =	 {Thivin, S. and Le Pennec, E. and Prenat, M.},
  title =	 {Détection automatique de cibles sous-résolues},
  booktitle =	 {Journée de la SFdS},
  year =	 2015,
  address =	 {Lille},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, Detection, ThemeTarget},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {Detection},
  preprint =	 {Detection/2015-SFdS-TLPP.pdf},
  reprint =	 {Detection/2015-SFdS-TLPP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2015-SFdS-TLPP.pdf},
  reprintok =	 1,
  lang =	 {Francais},
}


%%% 2014



@Article{montuelle12:_condit,
  author =	 {Montuelle, L. and Le Pennec, E.},
  title =	 {Mixture of Gaussian regressions model with logistic
                  weights, a penalized maximum likelihood approach},
  JOURNAL =	 {Electron. J. Statist.},
  FJOURNAL =	 {Electronic Journal of Statistics},
  YEAR =	 2014,
  VOLUME =	 8,
  NUMBER =	 1,
  PAGES =	 {1661-1695},
  ISSN =	 {1935-7524},
  DOI =		 {10.1214/14-EJS939},
  SICI =	 {1935-7524(2014)8:1<1661:MOGRMW>2.0.CO;2-8},
  year =	 2014,
  keywords =	 {Article, eGMM, ThemeCond},
  pubtype =	 {Article},
  subject =	 {eGMM},
  lang =	 {English},
  preprint =	 {eGMM/2014-arXiv-MLP.pdf},
  reprint =	 {eGMM/2014-EJS-MLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-EJS-MLP.pdf},
  reprintok =	 1,
  lang =	 {English},
  hal =		 {hal-00809735},
  arXiv =	 {1304.2696},
  inriaRR =	 8281,
}



@Article{cohen14:unsupseg,
  author =	 {Cohen, S. and Le Pennec, E.},
  title =	 {Unsupervised segmentation of hyperspectral images
                  with spatialized {Gaussian} mixture model and model
                  selection},
  journal =	 {OGST},
  fjournal =	 {Oil & Gas Science and Technology - Revue d'IFP
                  Energies nouvelles},
  year =	 2014,
  keywords =	 {Article, eGMM, ThemeCond},
  pubtype =	 {Article},
  x-editorial-board ={yes},
  x-international-audience ={yes},
  pubtype =	 {Article},
  subject =	 {eGMM},
  volume =	 69,
  number =	 2,
  pages =	 {245--260},
  preprint =	 {eGMM/2014-OGST-CLP.pdf},
  reprint =	 {eGMM/2014-OGST-CLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-OGST-CLP.pdf},
  lang =	 {English},
  doi =		 {10.2516/ogst/2014013},
  reprintok =	 1
}



@InProceedings{MontSfdS14,
  author =	 {Montuelle, L. and Le Pennec, E.},
  title =	 {Agrégation PAC-bayésienne d'estimateurs par
                  projection},
  booktitle =	 {Journée de la SFdS},
  year =	 2014,
  address =	 {Rennes},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, Aggregation, ThemeAggreg},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {Aggregation},
  preprint =	 {Aggregation/2014-SFdS-MLP.pdf},
  reprint =	 {Aggregation/2014-SFdS-MLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2014-SFdS-MLP.pdf},
  reprintok =	 1,
  lang =	 {Francais},
}



@InProceedings{ThivSfdS14,
  author =	 {Thivin, S. and Le Pennec, E. and Prenat, M.},
  title =	 {Détection de cibles dans des textures complexes, une
                  approche par segmentation d'images en zones
                  stationnaires},
  booktitle =	 {Journée de la SFdS},
  year =	 2014,
  address =	 {Rennes},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, Detection, ThemeTarget},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {Detection},
  preprint =	 {Detection/2014-SFdS-TLPP.pdf},
  reprint =	 {Detection/2014-SFdS-TLPP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2014-SFdS-TLPP.pdf},
  reprintok =	 1,
  lang =	 {Francais},
}

%%% 2013



@Article{cohen12:_partit_based_condit_densit_estim,
  author =	 {Cohen, S. and Le Pennec, E.},
  title =	 {Partition-Based Conditional Density Estimation},
  journal =	 {ESAIM Probab. Stat.},
  fjournal =	 {ESAIM Probability and Statistics},
  year =	 2013,
  keywords =	 {Article, eGMM, ThemeCond, ThemeCond},
  x-editorial-board ={yes},
  x-international-audience ={yes},
  pubtype =	 {Article},
  subject =	 {eGMM},
  preprint =	 {eGMM/2012-ESAIMPS-CLP.pdf},
  reprint =	 {eGMM/2013-ESAIMPS-CLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-ESAIMPS-CLP.pdf},
  lang =	 {English},
  volume =	 17,
  pages =	 {672--697},
  doi =		 {10.1051/ps/2012017},
  reprintok =	 1
}



@InProceedings{MontSfdS13,
  author =	 {Montuelle, L. and Le Pennec, E.},
  title =	 {Régression gaussienne à poids logistiques et maximum
                  de vraisemblance pénalisé},
  booktitle =	 {Journée de la SFdS},
  year =	 2013,
  address =	 {Toulouse},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, eGMM, ThemeCond},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {eGMM},
  preprint =	 {eGMM/2013-SFdS-MLP.pdf},
  reprint =	 {eGMM/2013-SFdS-MLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-SFdS-MLP.pdf},
  reprintok =	 1,
  lang =	 {Francais},
  hal =		 {inria-00386668},
}

%%% 2012



@Article{kerkyachaian10:_radon,
  author =	 {Kerkyacharian, G. and Le Pennec, E. and Picard, D.},
  title =	 {Radon needlet thresholding},
  journal =	 {Bernoulli},
  fjournal =	 {Bernoulli},
  year =	 2012,
  volume =	 18,
  number =	 2,
  pages =	 {391--433},
  x-editorial-board ={yes},
  x-international-audience ={yes},
  keywords =	 {Article, Needlet, ThemeNeedlet},
  pubtype =	 {Article},
  subject =	 {Needlet},
  preprint =	 {Needlet/2010-Bernoulli-KLPP.pdf},
  reprint =	 {Needlet/2012-Bernoulli-KLPP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2012-Bernoulli-KLPP.pdf},
  reprintok =	 1,
  lang =	 {English},
  hal =		 {hal-00409903},
  arXiv =	 {0908.2514},
  doi =		 {10.3150/10-BEJ340},
}

%%% 2011



@TechReport{cohen11:_condit_densit_estim_penal_selec,
  author =	 {Cohen, S. and Le Pennec, E.},
  title =	 {Conditional Density Estimation by Penalized
                  Likelihood Model Selection and Applications},
  institution =	 {INRIA},
  year =	 2011,
  keywords =	 {TechReport, eGMM, ThemeCond},
  pubtype =	 {Technical report},
  subject =	 {eGMM},
  preprint =	 {eGMM/2011-arXiv-CLP.pdf},
  url_PDF = {http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-arXiv-CLP.pdf},
  lang =	 {English},
  hal =		 {inria-00575462},
  arXiv =	 {1103.2021},
  inriaRR =	 7596
}



@InProceedings{cohen11:_segmen,
  author =	 {Cohen, S. and Le Pennec, E.},
  title =	 {Segmentation non supervisée d'image hyperspectrale
                  par mélange de gausiennes spatialisé},
  booktitle =	 {GRETSI 11},
  year =	 2011,
  address =	 {Bordeaux},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, eGMM, ThemeCond},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {eGMM},
  preprint =	 {eGMM/2011-GRETSI-CLP.pdf},
  reprint =	 {eGMM/2011-GRETSI-CLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-GRETSI-CLP.pdf},
  reprintok =	 1,
  lang =	 {Francais}
}



@Article{dossal11:_bandel_image_estim_model_selec,
  author =	 {Dossal, Ch. and Le Pennec, E. and Mallat, S.},
  title =	 {Bandlet Image Estimation with Model Selection},
  journal =	 {Sig. Process.},
  fjournal =	 {Signal Processing},
  year =	 2011,
  volume =	 91,
  number =	 12,
  pages =	 {2743--2753},
  x-editorial-board ={yes},
  x-international-audience ={yes},
  keywords =	 {Article, Bandlets, TOP10, ThemeBandlet},
  pubtype =	 {Article},
  subject =	 {Bandlets},
  preprint =	 {Bandlets/2011-SigPro-DLPM.pdf},
  reprint =	 {Bandlets/2011-SigPro-DLPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2011-SigPro-DLPM.pdf},
  reprintok =	 1,
  lang =	 {English},
  hal =		 {hal-00321965},
  arXiv =	 {0809.3092},
  doi =		 {10.1016/j.sigpro.2011.01.013},
}



@article{bertrand11:_europ_ipanem_soleil,
  author =	 {Bertrand, L. and Languille, M.-A. and Cohen, S. and
                  Robinet, L. and Gervais, C. and Leroy, S. and
                  Bernard, D.  and Le Pennec, E. and Josse, W. and
                  Doucet, J. and Schöder, S.},
  title =	 {European research platform {IPANEMA} at the {SOLEIL}
                  synchrotron for ancient and historical materials},
  journal =	 {J. Synchrotron Radiat.},
  fjournal =	 {Journal of Synchrotron Radiation},
  year =	 2011,
  volume =	 18,
  number =	 5,
  pages =	 {765--772},
  reprint =	 {eGMM/2011-JSR-BLCRGLBLPJDS.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-JSR-BLCRGLBLPJDS.pdf},
  reprintok =	 1,
  x-editorial-board ={yes},
  x-international-audience ={yes},
  keywords =	 {Article, eGMM, ThemeCond},
  pubtype =	 {Article},
  subject =	 {eGMM},
  lang =	 {English},
  doi =		 {10.1107/S090904951102334X},
}



@Article{bertin10:_adapt_dantiz,
  author =	 {Bertin, K. and Le Pennec, E. and Rivoirard, V.},
  title =	 {Adaptive {Dantzig} density estimation},
  journal =	 {Ann. Inst. H. Poincaré Probab. Statist.},
  fjournal =	 {Annales de l'Institut Henri Poincarré. Probabilités
                  et Statistiques},
  year =	 2011,
  volume =	 47,
  number =	 1,
  pages =	 {43--74},
  x-editorial-board ={yes},
  x-international-audience ={yes},
  keywords =	 {Article, L1, ThemeDantzig},
  pubtype =	 {Article},
  subject =	 {L1},
  preprint =	 {L1/2011-AIHPB-BLPR.pdf},
  reprint =	 {L1/2011-AIHPB-BLPR.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/L1/2011-AIHPB-BLPR.pdf},
  reprintok =	 1,
  lang =	 {English},
  hal =		 {hal-00381984},
  arXiv =	 {0905.0884},
  doi =		 {10.1214/09-AIHP351}
}

%%% 2010



@article {kerkyacharian10:_inver_radon_svd,
  AUTHOR =	 {Kerkyacharian, G. and Kyriazis, G. and Le Pennec,
                  E. and Petrushev, P. and Picard, D.},
  TITLE =	 {Inversion of noisy {Radon} transform by SVD based
                  needlets},
  JOURNAL =	 {Appl. Comput. Harmon. Anal.},
  FJOURNAL =	 {Applied and Computational Harmonic Analysis},
  YEAR =	 2010,
  VOLUME =	 28,
  NUMBER =	 1,
  PAGES =	 {24--45},
  x-editorial-board ={yes},
  x-international-audience ={yes},
  keywords =	 {Article, Needlet, TOP10,ThemeNeedlet},
  pubtype =	 {Article},
  subject =	 {Needlet},
  preprint =	 {Needlet/2010-ACHA-KKLPPP.pdf},
  reprint =	 {Needlet/2010-ACHA-KKLPPP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2010-ACHA-KKLPPP.pdf},
  reprintok =	 1,
  lang =	 {English},
  hal =		 {hal-00321894},
  arXiv =	 {0809.3332},
  doi =		 {10.1016/j.acha.2009.06.001},
}



@article {autin10:_maxis_model_selec_estim,
  AUTHOR =	 {Autin, F. and Le Pennec, E. and Loubes, J.-M. and
                  Rivoirard, V.},
  TITLE =	 {Maxisets for Model Selection},
  JOURNAL =	 {Constr. Approx.},
  FJOURNAL =	 {Constructive Approximation},
  YEAR =	 2010,
  VOLUME =	 31,
  NUMBER =	 2,
  PAGES =	 {195--229},
  x-editorial-board ={yes},
  x-international-audience ={yes},
  keywords =	 {Article, Maxiset, ThemeMaxiset},
  pubtype =	 {Article},
  subject =	 {Maxiset},
  preprint =	 {Maxiset/2010-CA-ALPLR.pdf},
  reprint =	 {Maxiset/2010-CA-ALPLR.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Maxiset/2010-CA-ALPLR.pdf},
  reprintok =	 1,
  lang =	 {English},
  hal =		 {hal-00259253},
  arXiv =	 {0802.4192},
  doi =		 {10.1007/s00365-009-9062-2}
}



@article {autin10:_thres,
  AUTHOR =	 {Autin, F. and Le Pennec, E. and Tribouley, K.},
  TITLE =	 {Thresholding methods to estimate the copula density},
  JOURNAL =	 {J. Multivariate Anal.},
  FJOURNAL =	 {Journal of Multivariate Analysis},
  YEAR =	 2010,
  VOLUME =	 101,
  NUMBER =	 1,
  PAGES =	 {200--222},
  x-editorial-board ={yes},
  x-international-audience ={yes},
  keywords =	 {Article, Copula, TOP10,ThemeCopula},
  pubtype =	 {Article},
  subject =	 {Copula},
  preprint =	 {Copula/2010-JMVA-ALPT.pdf},
  reprint =	 {Copula/2010-JMVA-ALPT.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Copula/2010-JMVA-ALPT.pdf},
  reprintok =	 1,
  lang =	 {English},
  hal =		 {hal-00256197},
  arXiv =	 {0802.2424},
  doi =		 {10.1016/j.jmva.2009.07.009},
}

%%% 2009



@InProceedings{salmon09:_nl_means,
  author =	 {Salmon, J. and Le Pennec, E.},
  title =	 {{NL-Means} and aggregation procedures},
  booktitle =	 {ICIP 09},
  pages =	 {2977--2980},
  year =	 2009,
  adress =	 {Cairo},
  x-international-audience ={yes},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Proceedings, NL-Means, ThemeAggreg},
  pubtype =	 {Proceedings of international conference},
  subject =	 {NL-Means},
  preprint =	 {NL-Means/2009-ICIP-SLP.pdf},
  reprint =	 {NL-Means/2009-ICIP-SLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-ICIP-SLP.pdf},
  reprintok =	 1,
  lang =	 {English},
  doi =		 {10.1109/ICIP.2009.5414512}
}



@InProceedings{le09:_nl_means,
  author =	 {Le Pennec, E. and Salmon, J.},
  title =	 {An aggregator point of view on {NL-Means}},
  booktitle =	 {SPIE Wavelet XIII 09},
  year =	 2009,
  address =	 {San Diego},
  x-international-audience ={yes},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Proceedings, NL-Means, ThemeAggreg},
  pubtype =	 {Proceedings of international conference},
  subject =	 {NL-Means},
  preprint =	 {NL-Means/2009-SPIE-LPS.pdf},
  reprint =	 {NL-Means/2009-SPIE-LPS.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-SPIE-LPS.pdf},
  reprintok =	 1,
  lang =	 {English},
  doi =		 {10.1117/12.826881}
}



@InProceedings{le09:_agreg,
  author =	 {Le Pennec, E. and Salmon, J.},
  title =	 {Agrégation d'estimateurs pour le débruitage d'image},
  booktitle =	 {Journée de la SFdS},
  year =	 2009,
  address =	 {Bordeaux},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, NL-Means, ThemeBandlet},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {NL-Means},
  preprint =	 {NL-Means/2009-Sfds-SLP.pdf},
  reprint =	 {NL-Means/2009-Sfds-SLP.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-Sfds-SLP.pdf},
  reprintok =	 1,
  lang =	 {Francais},
  hal =		 {inria-00386668},
}

%%% 2008



@TechReport{autin08:_thres,
  author =	 {Autin, F. and Le Pennec, E. and Tribouley, K.},
  title =	 {Thresholding methods to estimate the copula density},
  institution =	 {LPMA},
  note =	 {Extended version arXiv:0802.2424},
  year =	 2008,
  keywords =	 {TechReport, Copula},
  pubtype =	 {Technical report},
  subject =	 {Copula},
  preprint =	 {Copula/2008-arXiv-ALPT.pdf},
  url_PDF = {http://lepennec.perso.math.cnrs.fr/Preprint/Copula/2008-arXiv-ALPT.pdf},
  lang =	 {English},
  arXiv =	 {0802.2424},
}

%%% 2007



@InProceedings{dossal07:_geomet_image_estim_orthog_bandl_bases,
  author =	 {Peyré, G. and Le Pennec, E. and Dossal, Ch. and
                  Mallat, S. },
  title =	 {Geometrical Image Estimation with Orthogonal
                  Bandlets Bases},
  booktitle =	 {SPIE Wavelet XII 07},
  year =	 2007,
  address =	 {San Diego},
  x-international-audience ={yes},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Proceedings, Bandlets, ThemeBandlet},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Bandlets},
  preprint =	 {Bandlets/2007-SPIE-PLPDM.pdf},
  reprint =	 {Bandlets/2007-SPIE-PLPDM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-SPIE-PLPDM.pdf},
  reprintok =	 1,
  lang =	 {English},
  hal =		 {hal-00365606},
  doi =		 {10.1117/12.731227}
}



@InProceedings{dossal07:_debruit,
  author =	 {Le Pennec, E. and Dossal, Ch. and Peyré, G. and
                  Mallat, S. },
  title =	 {Débruitage géométrique d'image dans des bases
                  orthonormées de bandelettes},
  booktitle =	 {GRETSI 07},
  year =	 2007,
  address =	 {Troyes},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, Bandlets, ThemeBandlet},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {Bandlets},
  preprint =	 {Bandlets/2007-GRETSI-LPDPM.pdf},
  reprint =	 {Bandlets/2007-GRETSI-LPDPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-GRETSI-LPDPM.pdf},
  reprintok =	 1,
  lang =	 {Francais},
  hal =		 {hal-00365965},
}

%%% 2006

%%% 2005



@Article{le05:_spars_geomet_image_repres_bandel,
  author =	 {Le Pennec, E. and Mallat, S.},
  title =	 {Sparse Geometrical Image Representation with
                  Bandelets},
  journal =	 {IEEE Trans. Image Process.},
  fjournal =	 {IEEE Transactions on Image Processing},
  year =	 2005,
  volume =	 14,
  number =	 4,
  pages =	 {423--438},
  x-editorial-board ={yes},
  x-international-audience ={yes},
  keywords =	 {Article, Bandlets, ThemeBandlet},
  pubtype =	 {Article},
  subject =	 {Bandlets},
  preprint =	 {Bandlets/2005-IEEE_TIP-LPM.pdf},
  reprint =	 {Bandlets/2005-IEEE_TIP-LPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-IEEE_TIP-LPM.pdf},
  reprintok =	 1,
  lang =	 {English},
  doi =		 {10.1109/TIP.2005.843753},
}



@Article{le05:_bandel_image_approx_compr,
  author =	 {Le Pennec, E. and Mallat, S.},
  title =	 {Bandelet Image Approximation and Compression},
  journal =	 {Multiscale Model. Sim.},
  fjournal =	 {Multiscale Modeling and Simulation},
  year =	 2005,
  volume =	 4,
  number =	 3,
  pages =	 {992--1039},
  x-editorial-board ={yes},
  x-international-audience ={yes},
  keywords =	 {Article, Bandlets, TOP10, ThemeBandlet,
                  ThemeBandlet},
  pubtype =	 {Article},
  subject =	 {Bandlets},
  preprint =	 {Bandlets/2005-MMS-LPM.pdf},
  reprint =	 {Bandlets/2005-MMS-LPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-MMS-LPM.pdf},
  reprintok =	 1,
  lang =	 {English},
  doi =		 {10.1137/040619454}
}

%%% 2004


%%% 2003



@InProceedings{le03:_bandel,
  author =	 {Le Pennec, E. and Mallat, S.},
  title =	 {Bandelettes et représentation géométrique des
                  images},
  booktitle =	 {GRETSI 03},
  year =	 2003,
  address =	 {Paris},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, Bandlets, ThemeBandlet},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {Bandlets},
  pdf =
                  {http://www.math.jussieu.fr/~lepennec/papers/gretsi03.pdf},
  preprint =	 {Bandlets/2003-GRETSI-LPM.pdf},
  reprint =	 {Bandlets/2003-GRETSI-LPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-GRETSI-LPM.pdf},
  reprintok =	 1,
  lang =	 {Francais}
}



@InProceedings{le03:_geomet_image_compr_bandel,
  author =	 {Le Pennec, E. and Mallat, S.},
  title =	 {Geometrical Image Compression with Bandelets},
  booktitle =	 {VCIP 03},
  year =	 2003,
  note =	 {Special Session},
  address =	 {Lugano},
  x-international-audience ={yes},
  x-proceedings ={yes},
  x-invited-conference ={yes},
  keywords =	 {Proceedings, Bandlets, ThemeBandlet},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Bandlets},
  preprint =	 {Bandlets/2003-VCIP-LPM.pdf},
  reprint =	 {Bandlets/2003-VCIP-LPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-VCIP-LPM.pdf},
  reprintok =	 1,
  lang =	 {English},
  doi =		 {10.1117/12.509904}
}



@TechReport{bernard03:_adapt,
  author =	 {Bernard, Ch. and Le Pennec, E.},
  title =	 {Adaptation of regular grid filterings to irregular
                  grids},
  institution =	 {CMAP},
  year =	 2003,
  keywords =	 {TechReport},
  pubtype =	 {Technical report},
  preprint =	 {Bandlets/2003-CMAP-BLP.pdf},
  url_PDF = {http://lepennec.perso.math.cnrs.fr/Preprint/Bandlets/2003-CMAP-BLP.pdf},
  lang =	 {English}
}

%%% 2002



@Patent{bernard02:_method,
  author =	 {Bernard, Ch. and Kalifa, J. and Le Pennec, E. and
                  Mallat, S.},
  title =	 {Method and apparatus for processing or compressing
                  n-dimensional signals with warped wavelets packets
                  and bandelets},
  year =	 2002,
  number =	 {PCT/EP02/14903},
  keywords =	 {Patent},
  pubtype =	 {Patent},
  reprint =	 {Patent/2006-BKLPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2006-BKLPM.pdf},
  reprintok =	 1,
  lang =	 {English}
}

%%% 2001



@Patent{le01:_method,
  author =	 {Le Pennec, E. and Mallat, S.},
  title =	 {Method and apparatus for processing or compressing
                  n-dimensional signals by foveal filtering along
                  trajectories},
  year =	 2001,
  number =	 {09/834,587},
  keywords =	 {Patent,TOP10},
  pubtype =	 {Patent},
  reprint =	 {Patent/2004-LPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2004-LPM.pdf},
  reprintok =	 1,
  lang =	 {English}
}



@InProceedings{le01:_bandel_repres_image_compr,
  author =	 {Le Pennec, E. and Mallat, S.},
  title =	 {Bandelet Representations for Image Compression},
  booktitle =	 {ICIP 01},
  year =	 2001,
  address =	 {Thessaloniki},
  note =	 {Special Session},
  x-international-audience ={yes},
  x-proceedings ={yes},
  x-invited-conference ={yes},
  keywords =	 {Proceedings, Bandlets, ThemeBandlet},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Bandlets},
  preprint =	 {Bandlets/2001-ICIP-LPM.pdf},
  reprint =	 {Bandlets/2001-ICIP-LPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-ICIP-LPM.pdf},
  reprintok =	 1,
  lang =	 {English},
  doi =		 {10.1109/ICIP.2001.958939}
}



@InProceedings{le01:_repre,
  author =	 {Le Pennec, E. and Mallat, S.},
  title =	 {Représentation d'image par bandelettes et
                  application à la compression},
  booktitle =	 {GRETSI 01},
  year =	 2001,
  address =	 {Toulouse},
  x-international-audience ={no},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Actes, Bandlets, ThemeBandlet},
  pubtype =	 {Actes de conférence nationale},
  subject =	 {Bandlets},
  preprint =	 {Bandlets/2001-GRETSI-LPM.pdf},
  reprint =	 {Bandlets/2001-GRETSI-LPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-GRETSI-LPM.pdf},
  reprintok =	 1,
  lang =	 {Francais}
}

%%% 2000



@InProceedings{le00:_image_compr_geomet_wavel,
  author =	 {Le Pennec, E. and Mallat, S.},
  title =	 {Image Compression with Geometrical Wavelets},
  booktitle =	 {ICIP 00},
  year =	 2000,
  address =	 {Vancouver},
  x-international-audience ={yes},
  x-proceedings ={yes},
  x-invited-conference ={no},
  keywords =	 {Proceedings, Bandlets, ThemeBandlet},
  pubtype =	 {Proceedings of international conference},
  subject =	 {Bandlets},
  preprint =	 {Bandlets/2000-ICIP-LPM.pdf},
  reprint =	 {Bandlets/2000-ICIP-LPM.pdf},
  url_PDF =
                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2000-ICIP-LPM.pdf},
  reprintok =	 1,
  lang =	 {English},
  doi =		 {10.1109/ICIP.2000.901045},
}

%%% 1999

%%% 1998
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Therefore, we don't know how to render it properly. Please consider fixing this. -->\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2024-ABLP.pdf\"\n     onclick=\"log_download('allassonnire-besson-lepennec-realtimediagnosisaidmethodanddecisionsupportformedicaldiagnosistoauserofamedicalsystem-2024', 'http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2024-ABLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Real-time diagnosis aid method and decision-support for medical diagnosis to a user of a medical system  [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/allassonnire-besson-lepennec-realtimediagnosisaidmethodanddecisionsupportformedicaldiagnosistoauserofamedicalsystem-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('allassonnire-besson-lepennec-realtimediagnosisaidmethodanddecisionsupportformedicaldiagnosistoauserofamedicalsystem-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Patent{allassonniere21,\n  author =\t {Allassonnière, S. and Besson, R. and Le Pennec, E.},\n  title =\t {Real-time diagnosis aid method and decision-support for medical diagnosis to a user of a medical system },\n  year =\t 2024,\n  number =\t {US11881309B2},\n  keywords =\t {Patent, TOP5, Health, ThemeHealth, RL, ThemeRL},\n  subject =\t {Health, RL},\n  pubtype =\t {Patent},\n  reprint =\t {Patent/2021-ABLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2024-ABLP.pdf},\n  reprintok =\t 1,\n  lang =\t {English}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"clavier-lepennec-geist-towardsminimaxoptimalityofmodelbasedrobustreinforcementlearning-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-UAI-CLPG\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'clavier-lepennec-geist-towardsminimaxoptimalityofmodelbasedrobustreinforcementlearning-2024', 'http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-UAI-CLPG', event);\">\n    Towards Minimax Optimality of Model-based Robust Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Clavier, P.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Geist, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Conference on Uncertainty in Artificial Intelligence (UAI)</i>,  2024. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-UAI-CLPG\"\n     onclick=\"log_download('clavier-lepennec-geist-towardsminimaxoptimalityofmodelbasedrobustreinforcementlearning-2024', 'http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-UAI-CLPG', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Towards Minimax Optimality of Model-based Robust Reinforcement Learning [link]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/clavier-lepennec-geist-towardsminimaxoptimalityofmodelbasedrobustreinforcementlearning-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('clavier-lepennec-geist-towardsminimaxoptimalityofmodelbasedrobustreinforcementlearning-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{clavier24,\n  author          = {Clavier, P. and Le Pennec, E. and Geist, M.},\n  booktitle       = {Conference on Uncertainty in Artificial Intelligence (UAI)},\n  title           = {Towards Minimax Optimality of Model-based Robust Reinforcement Learning},\n  year            = {2024},\n   keywords =\t {Proceedings, RL, ThemeRL},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {RL},\n   url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-UAI-CLPG},\n  lang = {english}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"forghieri-castel-hyon-lepennec-progressivestatespacedisaggregationforinfinitehorizondynamicprogramming-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-ICAPS-FCHLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'forghieri-castel-hyon-lepennec-progressivestatespacedisaggregationforinfinitehorizondynamicprogramming-2024', 'http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-ICAPS-FCHLP.pdf', event);\">\n    Progressive State Space Disaggregation for Infinite Horizon Dynamic Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Forghieri, O.; Castel, H.; Hyon, E.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>International Conference on Automated Planning and Scheduling</i>,  2024. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-ICAPS-FCHLP.pdf\"\n     onclick=\"log_download('forghieri-castel-hyon-lepennec-progressivestatespacedisaggregationforinfinitehorizondynamicprogramming-2024', 'http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-ICAPS-FCHLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Progressive State Space Disaggregation for Infinite Horizon Dynamic Programming [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/forghieri-castel-hyon-lepennec-progressivestatespacedisaggregationforinfinitehorizondynamicprogramming-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('forghieri-castel-hyon-lepennec-progressivestatespacedisaggregationforinfinitehorizondynamicprogramming-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{Forghieri24,\n  author          = {Forghieri, O. and Castel, H. and Hyon, E. and Le Pennec, E.},\n  booktitle       = {International Conference on Automated Planning and Scheduling},\n  title           = {Progressive State Space Disaggregation for Infinite Horizon Dynamic Programming},\n  year            = {2024},\n  keywords =\t {Proceedings, RL, ThemeRL},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {RL},\n  url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/RL/2024-ICAPS-FCHLP.pdf},\n  lang = {english}\n}\n\n%%% 2023\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"gaudfernau-lepennec-unalgorithmemultichellepourdformerlesobjetsdefaonralisteapplicationlamodlisationdelacroissanceducerveaufoetal-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-GRETSI-GALP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gaudfernau-lepennec-unalgorithmemultichellepourdformerlesobjetsdefaonralisteapplicationlamodlisationdelacroissanceducerveaufoetal-2023', 'http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-GRETSI-GALP.pdf', event);\">\n    Un algorithme multiéchelle pour déformer les objets de façon réaliste - application à la modélisation de la croissance du cerveau foetal.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gaudfernau, F. A.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>GRETSI</i>,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-GRETSI-GALP.pdf\"\n     onclick=\"log_download('gaudfernau-lepennec-unalgorithmemultichellepourdformerlesobjetsdefaonralisteapplicationlamodlisationdelacroissanceducerveaufoetal-2023', 'http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-GRETSI-GALP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Un algorithme multiéchelle pour déformer les objets de façon réaliste - application à la modélisation de la croissance du cerveau foetal [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gaudfernau-lepennec-unalgorithmemultichellepourdformerlesobjetsdefaonralisteapplicationlamodlisationdelacroissanceducerveaufoetal-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gaudfernau-lepennec-unalgorithmemultichellepourdformerlesobjetsdefaonralisteapplicationlamodlisationdelacroissanceducerveaufoetal-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{gaudfernau23b,\n  author          = {Gaudfernau, F. Allassonière, S. and Le Pennec, E.},\n  booktitle       = {GRETSI},\n  title           = {Un algorithme multiéchelle pour déformer les objets de façon réaliste - application à la modélisation de la croissance du cerveau foetal},\n  year            = {2023},\n  keywords =\t {Actes, Health, ThemeHealth},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {Health},\n    url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-GRETSI-GALP.pdf},\n  lang = {fr}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Article\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Article')\"\n      onkeypress=\"toggleGroup('group_Article')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Article</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-developmentandclinicalvalidationofrealtimeartificialintelligencediagnosticcompanionforfetalultrasoundexamination-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2023-UOG-SBSBRLPPALPHSV.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-developmentandclinicalvalidationofrealtimeartificialintelligencediagnosticcompanionforfetalultrasoundexamination-2023', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2023-UOG-SBSBRLPPALPHSV.pdf', event);\">\n    Development and clinical validation of real-time artificial intelligence diagnostic companion for fetal ultrasound examination.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Stirnemann, J.; Besson, R.; Spaggiari, E.; Rojo, S.; Loge, F.; Peyro-Saint-Paul, H.; Allassonniere, S.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Hutchinson, C.; Sebire, N.;  and Ville, Y.\n</span>\n\n  \n\n</span>\n\n  <i>Ultrasound in Obstetrics & Gynecology</i>, 3(62): 353-360.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2023-UOG-SBSBRLPPALPHSV.pdf\"\n     onclick=\"log_download('stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-developmentandclinicalvalidationofrealtimeartificialintelligencediagnosticcompanionforfetalultrasoundexamination-2023', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2023-UOG-SBSBRLPPALPHSV.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Development and clinical validation of real-time artificial intelligence diagnostic companion for fetal ultrasound examination [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1002/uog.26242\"\n     onclick=\"log_download('stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-developmentandclinicalvalidationofrealtimeartificialintelligencediagnosticcompanionforfetalultrasoundexamination-2023', 'http://doi.org/10.1002/uog.26242', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-developmentandclinicalvalidationofrealtimeartificialintelligencediagnosticcompanionforfetalultrasoundexamination-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-developmentandclinicalvalidationofrealtimeartificialintelligencediagnosticcompanionforfetalultrasoundexamination-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{stirnemann23,\n  author          = {Stirnemann, J. and Besson, R. and Spaggiari, E.  and Rojo, S. and Loge, F. and Peyro-Saint-Paul, H. and Allassonniere, S. and Le Pennec, E. and Hutchinson, C. and Sebire, N.J. and Ville, Y.},\n  journal         = {Ultrasound in Obstetrics \\&amp; Gynecology},\n  number          = {62},\n  title           = {Development and clinical validation of real-time artificial intelligence diagnostic companion for fetal ultrasound examination},\n  volume          = {3},\n  year            = {2023},\n  pages           = {353-360},\n  keywords =\t {Article, Health, ThemeHealth},\n  pubtype =\t {Article},\n  subject =\t {Health},\n  doi = {10.1002/uog.26242},\n  lang = {english},\n  url_pdf = {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2023-UOG-SBSBRLPPALPHSV.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Patent\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Patent')\"\n      onkeypress=\"toggleGroup('group_Patent')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Patent</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"dhaou-bertoncello-gourvenec-garnier-lepennec-procddecontrledunsystmeetproduitprogrammedordinateurassoci-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-DBGGLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'dhaou-bertoncello-gourvenec-garnier-lepennec-procddecontrledunsystmeetproduitprogrammedordinateurassoci-2023', 'http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-DBGGLP.pdf', event);\">\n    Procédé de contrôle d'un système et produit programme d'ordinateur associé.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Dhaou, A.; Bertoncello, A.; Gourvenec, S.; Garnier, J.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n   2023.<!-- NOTE FROM BIBBASE: This entry has an invalid bibtex entry type: patent. Therefore, we don't know how to render it properly. Please consider fixing this. -->\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-DBGGLP.pdf\"\n     onclick=\"log_download('dhaou-bertoncello-gourvenec-garnier-lepennec-procddecontrledunsystmeetproduitprogrammedordinateurassoci-2023', 'http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-DBGGLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Procédé de contrôle d&#x27;un système et produit programme d&#x27;ordinateur associé [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/dhaou-bertoncello-gourvenec-garnier-lepennec-procddecontrledunsystmeetproduitprogrammedordinateurassoci-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('dhaou-bertoncello-gourvenec-garnier-lepennec-procddecontrledunsystmeetproduitprogrammedordinateurassoci-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Patent{Dhaou23p,\n  author =\t {Dhaou, A. and Bertoncello, A. and Gourvenec, S. and Garnier, J. and Le Pennec, E.},\n  title =\t {Procédé de contrôle d&#x27;un système et produit programme d&#x27;ordinateur associé},\n  year =\t 2023,\n  number =\t {FR3124868B1},\n  keywords =\t {Patent, Causality, ThemeCausality},\n  pubtype =\t {Patent},\n  theme = {Causality},\n  reprint =\t {Patent/2023-DBGGLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-DBGGLP.pdf},\n  reprintok =\t 1,\n  lang =\t {Français}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"prenat-lepennec-berginc-procddesynthsedimages-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-PLPG.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'prenat-lepennec-berginc-procddesynthsedimages-2023', 'http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-PLPG.pdf', event);\">\n    Procédé de synthèse d'images.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Prenat, M.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Berginc, G.\n</span>\n\n  \n\n</span>\n\n   2023.<!-- NOTE FROM BIBBASE: This entry has an invalid bibtex entry type: patent. Therefore, we don't know how to render it properly. Please consider fixing this. -->\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-PLPG.pdf\"\n     onclick=\"log_download('prenat-lepennec-berginc-procddesynthsedimages-2023', 'http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-PLPG.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Procédé de synthèse d&#x27;images [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/prenat-lepennec-berginc-procddesynthsedimages-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('prenat-lepennec-berginc-procddesynthsedimages-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Patent{Prenat19,\n  author =\t {Prenat, M. and Le Pennec, E. and Berginc, G.},\n  title =\t {Procédé de synthèse d&#x27;images},\n  year =\t 2023,\n  number =\t {FR/3075438B1},\n  keywords =\t {Patent, Detection, ThemeDetection},\n  pubtype =\t {Patent},\n  theme = {Detection},\n  reprint =\t {Patent/2019-PLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2023-PLPG.pdf},\n  reprintok =\t 1,\n  lang =\t {Français}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"monchot-coquelin-petit-marmin-lepennec-fischer-inputuncertaintypropagationthroughtrainedneuralnetworks-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Causality/2023-ICML-MCPMLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'monchot-coquelin-petit-marmin-lepennec-fischer-inputuncertaintypropagationthroughtrainedneuralnetworks-2023', 'http://lepennec.perso.math.cnrs.fr/Preprint/Causality/2023-ICML-MCPMLP.pdf', event);\">\n    Input uncertainty propagation through trained neural networks.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Monchot, P.; Coquelin, L.; Petit, S.; Marmin, S.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Fischer, N.\n</span>\n\n  \n\n</span>\n\n  In <i>International Conference on Machine Learning</i>,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Causality/2023-ICML-MCPMLP.pdf\"\n     onclick=\"log_download('monchot-coquelin-petit-marmin-lepennec-fischer-inputuncertaintypropagationthroughtrainedneuralnetworks-2023', 'http://lepennec.perso.math.cnrs.fr/Preprint/Causality/2023-ICML-MCPMLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Input uncertainty propagation through trained neural networks [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/monchot-coquelin-petit-marmin-lepennec-fischer-inputuncertaintypropagationthroughtrainedneuralnetworks-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('monchot-coquelin-petit-marmin-lepennec-fischer-inputuncertaintypropagationthroughtrainedneuralnetworks-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{monchot23,\n  author          = {Monchot, P. and Coquelin, L. and Petit, S. and Marmin, S. and Le Pennec, E. and Fischer, N.},\n  booktitle       = {International Conference on Machine Learning},\n  title           = {Input uncertainty propagation through trained neural networks},\n  year            = {2023},\n  keywords =\t {Proceedings, Causality, ThemeCausality},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Causality},\n    url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/Causality/2023-ICML-MCPMLP.pdf},\n  lang = {english}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gaudfernau-allassonnire-lepennec-amultiscalealgorithmforcomputingrealisticimagetransformationsapplicationtothemodellingoffetalbraingrowth-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-SPIE-GALP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gaudfernau-allassonnire-lepennec-amultiscalealgorithmforcomputingrealisticimagetransformationsapplicationtothemodellingoffetalbraingrowth-2023', 'http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-SPIE-GALP.pdf', event);\">\n    A multiscale algorithm for computing realistic image transformations - Application to the modelling of fetal brain growth.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gaudfernau, F.; Allassonnière, S.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>SPIE Medical Imaging</i>,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-SPIE-GALP.pdf\"\n     onclick=\"log_download('gaudfernau-allassonnire-lepennec-amultiscalealgorithmforcomputingrealisticimagetransformationsapplicationtothemodellingoffetalbraingrowth-2023', 'http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-SPIE-GALP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A multiscale algorithm for computing realistic image transformations - Application to the modelling of fetal brain growth [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gaudfernau-allassonnire-lepennec-amultiscalealgorithmforcomputingrealisticimagetransformationsapplicationtothemodellingoffetalbraingrowth-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gaudfernau-allassonnire-lepennec-amultiscalealgorithmforcomputingrealisticimagetransformationsapplicationtothemodellingoffetalbraingrowth-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{gaudfernau23,\n  author          = {Gaudfernau, F. and Allassonnière, S. and Le Pennec, E.},\n  booktitle       = {SPIE Medical Imaging},\n  title           = {A multiscale algorithm for computing realistic image transformations - Application to the modelling of fetal brain growth},\n  year            = {2023},\n  keywords =\t {Proceedings, Health, ThemeHealth},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Health},\n  url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/Health/2023-SPIE-GALP.pdf},\n  lang = {english}\n}\n\n%%% 2022\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Preprint\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Preprint')\"\n      onkeypress=\"toggleGroup('group_Preprint')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Preprint</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"clavier-allassonnire-lepennec-robustreinforcementlearningwithdistributionalriskaverseformulation-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2022-arXiv-CALP\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'clavier-allassonnire-lepennec-robustreinforcementlearningwithdistributionalriskaverseformulation-2022', 'http://lepennec.perso.math.cnrs.fr/Preprint/RL/2022-arXiv-CALP', event);\">\n    Robust Reinforcement Learning with Distributional Risk-averse formulation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Clavier, P.; Allassonnière, S.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  <i>arXiv</i>.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/RL/2022-arXiv-CALP\"\n     onclick=\"log_download('clavier-allassonnire-lepennec-robustreinforcementlearningwithdistributionalriskaverseformulation-2022', 'http://lepennec.perso.math.cnrs.fr/Preprint/RL/2022-arXiv-CALP', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Robust Reinforcement Learning with Distributional Risk-averse formulation [link]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/clavier-allassonnire-lepennec-robustreinforcementlearningwithdistributionalriskaverseformulation-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('clavier-allassonnire-lepennec-robustreinforcementlearningwithdistributionalriskaverseformulation-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{clavier22,\n  author          = {Clavier, P. and Allassonnière, S. and Le Pennec, E.},\n  journal         = {arXiv},\n  title           = {Robust Reinforcement Learning with Distributional Risk-averse formulation},\n  year            = {2022},\n  pubtype =\t {Preprint},\n  keywords =\t {Preprint, RL},\n  pubtype =\t {Preprint},\n  subject =\t {RL},\n  url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/RL/2022-arXiv-CALP},\n  arXiv = {2206.06841}\n}\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gaudfernau-blondiaux-allassonnire-lepennec-waveletbasedmultiscaleinitialflowforimprovedatlasestimationinthelargediffeomorphicdeformationmodelframework-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2022-HAL-GBALP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gaudfernau-blondiaux-allassonnire-lepennec-waveletbasedmultiscaleinitialflowforimprovedatlasestimationinthelargediffeomorphicdeformationmodelframework-2022', 'http://lepennec.perso.math.cnrs.fr/Preprint/Health/2022-HAL-GBALP.pdf', event);\">\n    Wavelet-Based Multiscale Initial Flow For Improved Atlas Estimation in the Large Diffeomorphic Deformation Model Framework.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gaudfernau, F.; Blondiaux, E.; Allassonnière, S.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  <i>arXiv</i>.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2022-HAL-GBALP.pdf\"\n     onclick=\"log_download('gaudfernau-blondiaux-allassonnire-lepennec-waveletbasedmultiscaleinitialflowforimprovedatlasestimationinthelargediffeomorphicdeformationmodelframework-2022', 'http://lepennec.perso.math.cnrs.fr/Preprint/Health/2022-HAL-GBALP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Wavelet-Based Multiscale Initial Flow For Improved Atlas Estimation in the Large Diffeomorphic Deformation Model Framework [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gaudfernau-blondiaux-allassonnire-lepennec-waveletbasedmultiscaleinitialflowforimprovedatlasestimationinthelargediffeomorphicdeformationmodelframework-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gaudfernau-blondiaux-allassonnire-lepennec-waveletbasedmultiscaleinitialflowforimprovedatlasestimationinthelargediffeomorphicdeformationmodelframework-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{gaudfernau22,\n  author          = {Gaudfernau, F. and Blondiaux, E. and Allassonnière, S. and Le Pennec, E.},\n  journal         = {arXiv},\n  title           = {Wavelet-Based Multiscale Initial Flow For Improved Atlas Estimation in the Large Diffeomorphic Deformation Model Framework},\n  year            = {2022},\n  lang =\t {English},\n  pubtype =\t {Preprint},\n  keywords =\t {Preprint, Health, ThemeHealth},\n  pubtype =\t {Preprint},\n  subject =\t {Health},\n  url_pdf = {http://lepennec.perso.math.cnrs.fr/Preprint/Health/2022-HAL-GBALP.pdf},\n  arXiv = {2206.06841}\n}\n\n% @article {stirnemann21m,\n% \tauthor = {Stirnemann, J. and Besson, R. and Spaggiari, E. and Bourgon, N. and Rojo, S. and Loge, F. and Peyro-Saint-Paul, H. and Allassonniere, S. and Le Pennec, E. and Ville, Y.},\n% \ttitle = {Description and clinical validation of a real-time AI diagnostic companion for fetal ultrasound examination},\n% \telocation-id = {2021.05.25.21257630},\n% \tyear = {2021},\n% \tdoi = {10.1101/2021.05.25.21257630},\n% \tpublisher = {Cold Spring Harbor Laboratory Press},\n% \tabstract = {Objective To describe a real-time decision support system (DSS), named SONIO, to assist ultrasound-based prenatal diagnosis and to assess its performance using a clinical database of precisely phenotyped postmortem examinations.Population and Methods This DSS is knowledge-based and comprises a dedicated thesaurus of 294 syndromes and diseases. It operates by suggesting, at each step of the ultrasound examination, the best next symptom to check for in order to optimize the diagnostic pathway to the smallest number of possible diagnoses. This assistant was tested on a single-center database of 251 cases of postmortem phenotypes with a definite diagnosis. Adjudication of discordant diagnoses was made by a panel of external experts. The primary outcome was a target concordance rate \\&amp;gt;90\\% between the postmortem diagnosis and the top-7 diagnoses given by SONIO when providing the full phenotype as input. Secondary outcomes included concordance for the top-5 and top-3 diagnoses; We also assessed a {\\textquotedblleft}1-by-1{\\textquotedblright} model, providing only the anomalies sequentially prompted by the system, mimicking the use of the software in a real-life clinical setting.Results The validation database covered 96 of the 294 (32.65\\%) syndromes and 79\\% of their overall prevalence in the SONIO thesaurus. The adjudicators discarded 42/251 cases as they were not amenable to ultrasound based diagnosis. SONIO failed to make the diagnosis on 7/209 cases. On average, each case displayed 6 anomalies, 3 of which were considered atypical for the condition. Using the {\\textquoteleft}full-phenotype{\\textquoteright} model, the success rate of the top-7 output of Sonio was 96.7\\% (202/209). This was 91.9\\% and 87.1\\% for the top-5 and top-3 outputs respectively. Using the {\\textquotedblleft}1-by-1{\\textquotedblright} model, the correct diagnosis was within the top-7, top-5 and top-3 of SONIO{\\textquoteright}s output in 72.4\\%, 69.3\\% and 63.1\\%.Conclusion Sonio is a robust DSS with a success-rate \\&amp;gt;95\\% for top-7 ranking diagnoses when the full phenotype is provided, using a large database of noisy real data. The success rate over 70\\% using the {\\textquoteleft}1-by-1{\\textquoteright} model was understandably lower, given that SONIO{\\textquoteright}s sequential queries may not systematically cover the full phenotype.Competing Interest StatementJS, RB, ES, SA, ELP and YV are co-founders of the SONIO company. SR, FLM and HPSP are employed by the SONIO company.Clinical TrialThis was a retrospective observational study from clinical recordsFunding StatementNo fundingAuthor DeclarationsI confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.YesThe details of the IRB/oversight body that provided approval or exemption for the research described are given below:This study was approved by the local ethics committee of the Necker hospital (IRB registration : CERPAHP.5 $\\#$00011928)All necessary patient/participant consent has been obtained and the appropriate institutional forms have been archived.YesI understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).YesI have followed all appropriate research reporting guidelines and uploaded the relevant EQUATOR Network research reporting checklist(s) and other pertinent material as supplementary files, if applicable.YesThe validation data will be made partly available, upon request. The algorithms and thesaurus of the SONIO DSS are the property of the SONIO company},\n% \t% URL = {https://www.medrxiv.org/content/early/2021/05/25/2021.05.25.21257630},\n%   % eprint = {https://www.medrxiv.org/content/early/2021/05/25/2021.05.25.21257630.full.pdf},\n%   url_pdf = {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2021-medRxiv-SBSBRLPSPALPV.pdf},\n% \tjournal = {medRxiv},\n%   lang =\t {English},\n%   pubtype =\t {Preprint},\n%   keywords =\t {Preprint, Health, ThemeHealth, RL, ThemeRL},\n%   pubtype =\t {Preprint},\n%   subject =\t {Health, RL},\n%   hal =\t\t {hal-03620367v1}\n% }\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-clinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2022-UOG-SBSBRLPPALPHSV.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-clinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2022', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2022-UOG-SBSBRLPPALPHSV.pdf', event);\">\n    Clinical validation of a real‐time AI diagnostic companion for fetal ultrasound examination.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Stirnemann, J.; Besson, R.; Spaggiari, E.; Rojo, S.; Loge, F.; Peyro-Saint-Paul, H.; Allassonniere, S.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Hutchinson, C.; Sebire, N.;  and Ville, Y.\n</span>\n\n  \n\n</span>\n\n  In volume 60, pages 14-15,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2022-UOG-SBSBRLPPALPHSV.pdf\"\n     onclick=\"log_download('stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-clinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2022', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2022-UOG-SBSBRLPPALPHSV.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Clinical validation of a real‐time AI diagnostic companion for fetal ultrasound examination [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1002/uog.26242\"\n     onclick=\"log_download('stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-clinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2022', 'http://doi.org/10.1002/uog.26242', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-clinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('stirnemann-besson-spaggiari-rojo-loge-peyrosaintpaul-allassonniere-lepennec-etal-clinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{stirnemann22,\n  author          = {Stirnemann, J. and Besson, R. and Spaggiari, E.  and Rojo, S. and Loge, F. and Peyro-Saint-Paul, H. and Allassonniere, S. and Le Pennec, E. and Hutchinson, C. and Sebire, N.J. and Ville, Y.},\ntitle = {Clinical validation of a real‐time AI diagnostic companion for fetal ultrasound examination},\nboktitle = {Ultrasound in Obstetrics \\&amp; Gynecology},\nvolume = {60},\npages = {14-15},\nkeywords =\t {Proceedings, Health, ThemeHealth},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Health},\ndoi = {10.1002/uog.26242},\nurl_pdf = {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2022-UOG-SBSBRLPPALPHSV.pdf},\nyear = {2022},\n  lang =\t {English}\n}\n\n%%% 2021\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Article\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Article')\"\n      onkeypress=\"toggleGroup('group_Article')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Article</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"log-lepennec-amadouboubacar-intelligentquestionnairesusingapproximatedynamicprogramming-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2021-LLPAB-i-com.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'log-lepennec-amadouboubacar-intelligentquestionnairesusingapproximatedynamicprogramming-2021', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2021-LLPAB-i-com.pdf', event);\">\n    Intelligent Questionnaires Using Approximate Dynamic Programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Logé, F.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Amadou-Boubacar, H.\n</span>\n\n  \n\n</span>\n\n  <i>i-com</i>, 19(3): 227-237.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2021-LLPAB-i-com.pdf\"\n     onclick=\"log_download('log-lepennec-amadouboubacar-intelligentquestionnairesusingapproximatedynamicprogramming-2021', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2021-LLPAB-i-com.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Intelligent Questionnaires Using Approximate Dynamic Programming [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/doi/10.1515/icom-2020-0022\"\n     onclick=\"log_download('log-lepennec-amadouboubacar-intelligentquestionnairesusingapproximatedynamicprogramming-2021', 'http://doi.org/doi/10.1515/icom-2020-0022', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/log-lepennec-amadouboubacar-intelligentquestionnairesusingapproximatedynamicprogramming-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('log-lepennec-amadouboubacar-intelligentquestionnairesusingapproximatedynamicprogramming-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Loge21,\n  author          = {Logé, F. and Le Pennec, E. and Amadou-Boubacar, H.},\n  title           = {Intelligent Questionnaires Using Approximate Dynamic Programming},\n  journal       = {i-com},\n  year            = {2021},\n  keywords =\t {Article, Health, ThemeHealth, TOP5, RL, ThemeRL},\n  pubtype =\t {Article},\n  subject =\t {Health, RL},\n  volume = 19,\n  number = 3,\n  pages = {227-237},\n  doi = {doi/10.1515/icom-2020-0022},\n  %preprint = {RL/2020-LLPAB-UCAI.pdf},\n  reprint = {RL/2021-LLPAB-i-com.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2021-LLPAB-i-com.pdf},\n  reprintOK = 1,\n  lang =\t {English}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"dhaou-bertoncello-gourvnec-garnier-lepennec-causalandinterpretablerulesfortimeseriesanalysis-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Causality/2021-KDD-DBGGLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'dhaou-bertoncello-gourvnec-garnier-lepennec-causalandinterpretablerulesfortimeseriesanalysis-2021', 'http://lepennec.perso.math.cnrs.fr/Reprint/Causality/2021-KDD-DBGGLP.pdf', event);\">\n    Causal and Interpretable Rules for Time Series Analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Dhaou, A.; Bertoncello, A.; Gourvénec, S.; Garnier, J.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Knowledge Discovery and Data Mining</i>, pages 2764–2772,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Causality/2021-KDD-DBGGLP.pdf\"\n     onclick=\"log_download('dhaou-bertoncello-gourvnec-garnier-lepennec-causalandinterpretablerulesfortimeseriesanalysis-2021', 'http://lepennec.perso.math.cnrs.fr/Reprint/Causality/2021-KDD-DBGGLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Causal and Interpretable Rules for Time Series Analysis [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/doi/10.1145/3447548.3467161\"\n     onclick=\"log_download('dhaou-bertoncello-gourvnec-garnier-lepennec-causalandinterpretablerulesfortimeseriesanalysis-2021', 'http://doi.org/doi/10.1145/3447548.3467161', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/dhaou-bertoncello-gourvnec-garnier-lepennec-causalandinterpretablerulesfortimeseriesanalysis-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('dhaou-bertoncello-gourvnec-garnier-lepennec-causalandinterpretablerulesfortimeseriesanalysis-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{Dhaou21,\n  author          = {Dhaou, A. and Bertoncello, A. and Gourvénec, S. and Garnier, J. and Le Pennec, E.},\n  title           = {Causal and Interpretable Rules for Time Series Analysis},\n  booktitle       = {Knowledge Discovery and Data Mining},\n  year            = {2021},\n  doi             = {doi/10.1145/3447548.3467161},\n  pubtype =\t {Proceedings of international conference},\n  keywords =\t {Proceedings, Causality, ThemeCausality},\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  subject = {Causality},\n  x-invited-conference ={no},\n  pages = {2764–2772},\n  url_PDF = {http://lepennec.perso.math.cnrs.fr/Reprint/Causality/2021-KDD-DBGGLP.pdf},\n  lang =\t {English}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"stirnemann-besson-spaggiari-bourgon-rojo-loge-peyrosaintpaul-allassonniere-etal-descriptionandclinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2021-UOG-SBSBRLPSPALPV.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'stirnemann-besson-spaggiari-bourgon-rojo-loge-peyrosaintpaul-allassonniere-etal-descriptionandclinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2021', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2021-UOG-SBSBRLPSPALPV.pdf', event);\">\n    Description and clinical validation of a real-time AI diagnostic companion for fetal ultrasound examination.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Stirnemann, J.; Besson, R.; Spaggiari, E.; Bourgon, N.; Rojo, S.; Loge, F.; Peyro-Saint-Paul, H.; Allassonniere, S.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Ville, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>Ultrasound in Obstetrics & Gynecology</i>, volume 58, pages 169-170,  2021. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2021-UOG-SBSBRLPSPALPV.pdf\"\n     onclick=\"log_download('stirnemann-besson-spaggiari-bourgon-rojo-loge-peyrosaintpaul-allassonniere-etal-descriptionandclinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2021', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2021-UOG-SBSBRLPSPALPV.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Description and clinical validation of a real-time AI diagnostic companion for fetal ultrasound examination [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1002/uog.24291\"\n     onclick=\"log_download('stirnemann-besson-spaggiari-bourgon-rojo-loge-peyrosaintpaul-allassonniere-etal-descriptionandclinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2021', 'http://doi.org/10.1002/uog.24291', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/stirnemann-besson-spaggiari-bourgon-rojo-loge-peyrosaintpaul-allassonniere-etal-descriptionandclinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('stirnemann-besson-spaggiari-bourgon-rojo-loge-peyrosaintpaul-allassonniere-etal-descriptionandclinicalvalidationofarealtimeaidiagnosticcompanionforfetalultrasoundexamination-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{stirnemann21,\n  author          = {Stirnemann, J. and Besson, R. and Spaggiari, E. and Bourgon, N. and Rojo, S. and Loge, F. and Peyro-Saint-Paul, H. and Allassonniere, S. and Le Pennec, E. and Ville, Y.},\ntitle = {Description and clinical validation of a real-time AI diagnostic companion for fetal ultrasound examination},\nbooktitle = {Ultrasound in Obstetrics \\&amp; Gynecology},\nvolume = {58},\nnumber = {S1},\npages = {169-170},\nkeywords =\t {Proceedings, Health, ThemeHealth},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Health},\ndoi = {10.1002/uog.24291},\n%url = {https://obgyn.onlinelibrary.wiley.com/doi/abs/10.1002/uog.24291},\n%eprint = {https://obgyn.onlinelibrary.wiley.com/doi/pdf/10.1002/uog.24291},\nurl_pdf = {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2021-UOG-SBSBRLPSPALPV.pdf},\nyear = {2021},\n  lang =\t {English}\n}\n\n%%% 2020\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"log-lepennec-amadouboubacar-challengingcommonbolusadvisorforselfmonitoringtypeidiabetespatientsusingreinforcementlearning-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-DSHealth.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'log-lepennec-amadouboubacar-challengingcommonbolusadvisorforselfmonitoringtypeidiabetespatientsusingreinforcementlearning-2020', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-DSHealth.pdf', event);\">\n    Challenging common bolus advisor for self-monitoring type-I diabetes patients using Reinforcement Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Logé, F.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Amadou-Boubacar, H.\n</span>\n\n  \n\n</span>\n\n  In <i>2020 KDD Workshop on Applied Data Science for Healthcare</i>,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-DSHealth.pdf\"\n     onclick=\"log_download('log-lepennec-amadouboubacar-challengingcommonbolusadvisorforselfmonitoringtypeidiabetespatientsusingreinforcementlearning-2020', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-DSHealth.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Challenging common bolus advisor for self-monitoring type-I diabetes patients using Reinforcement Learning [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/log-lepennec-amadouboubacar-challengingcommonbolusadvisorforselfmonitoringtypeidiabetespatientsusingreinforcementlearning-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('log-lepennec-amadouboubacar-challengingcommonbolusadvisorforselfmonitoringtypeidiabetespatientsusingreinforcementlearning-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{LogeDSHealh20,\n  author          = {Logé, F. and Le Pennec, E. and Amadou-Boubacar, H.},\n  title           = {Challenging common bolus advisor for self-monitoring type-I diabetes patients using Reinforcement Learning},\n  booktitle       = {2020 KDD Workshop on Applied Data Science for Healthcare},\n  year            = {2020},\n  keywords =\t {Proceedings, Health, ThemeHealth, TOP5, RL, ThemeRL},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Health, RL},\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  preprint = {RL/2020-LLPAB-DSHealth.pdf},\n  reprint = {RL/2020-LLPAB-DSHealth.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-DSHealth.pdf},\n  arxiv = {2007.11880},\n  reprintOK = 1,\n  lang =\t {English}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"log-lepennec-amadouboubacar-adaptivepredictivequestionnairebyapproximatedynamicprogramming-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-UCAI.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'log-lepennec-amadouboubacar-adaptivepredictivequestionnairebyapproximatedynamicprogramming-2020', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-UCAI.pdf', event);\">\n    Adaptive predictive-questionnaire by approximate dynamic programming.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Logé, F.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Amadou-Boubacar, H.\n</span>\n\n  \n\n</span>\n\n  In <i>UCAI 2020</i>,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-UCAI.pdf\"\n     onclick=\"log_download('log-lepennec-amadouboubacar-adaptivepredictivequestionnairebyapproximatedynamicprogramming-2020', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-UCAI.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adaptive predictive-questionnaire by approximate dynamic programming [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/log-lepennec-amadouboubacar-adaptivepredictivequestionnairebyapproximatedynamicprogramming-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('log-lepennec-amadouboubacar-adaptivepredictivequestionnairebyapproximatedynamicprogramming-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{LogeUCAI20,\n  author          = {Logé, F. and Le Pennec, E. and Amadou-Boubacar, H.},\n  title           = {Adaptive predictive-questionnaire\nby approximate dynamic programming},\n  booktitle       = {UCAI 2020},\n  year            = {2020},\n  keywords =\t {Proceedings, RL, ThemeRL},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {RL},\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  preprint = {RL/2020-LLPAB-UCAI.pdf},\n  reprint = {RL/2020-LLPAB-UCAI.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-LLPAB-UCAI.pdf},\n  reprintOK = 1,\n  lang =\t {English}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"besson-lepennec-allassonnire-stirnemann-neuraz-spaggiari-optimizationofasequentialdecisionmakingproblemforararediseasediagnosticapplication-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-BLPSNSA-ICAART.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'besson-lepennec-allassonnire-stirnemann-neuraz-spaggiari-optimizationofasequentialdecisionmakingproblemforararediseasediagnosticapplication-2020', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-BLPSNSA-ICAART.pdf', event);\">\n    Optimization of a Sequential Decision Making Problem for a Rare Disease Diagnostic Application.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Besson, R.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Allassonnière, S.; Stirnemann, J.; Neuraz, A.;  and Spaggiari, E.\n</span>\n\n  \n\n</span>\n\n  In <i>ICAART 2020</i>,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-BLPSNSA-ICAART.pdf\"\n     onclick=\"log_download('besson-lepennec-allassonnire-stirnemann-neuraz-spaggiari-optimizationofasequentialdecisionmakingproblemforararediseasediagnosticapplication-2020', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-BLPSNSA-ICAART.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Optimization of a Sequential Decision Making Problem for a Rare Disease Diagnostic Application [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.5220/0008938804750482\"\n     onclick=\"log_download('besson-lepennec-allassonnire-stirnemann-neuraz-spaggiari-optimizationofasequentialdecisionmakingproblemforararediseasediagnosticapplication-2020', 'http://doi.org/10.5220/0008938804750482', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/besson-lepennec-allassonnire-stirnemann-neuraz-spaggiari-optimizationofasequentialdecisionmakingproblemforararediseasediagnosticapplication-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('besson-lepennec-allassonnire-stirnemann-neuraz-spaggiari-optimizationofasequentialdecisionmakingproblemforararediseasediagnosticapplication-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{BessonIcaart20,\n  author =\t {Besson, R. and Le Pennec, E. and Allassonnière,\n                  S. and Stirnemann, J. and Neuraz, A. and Spaggiari,\n                  E.},\n  title =\t {Optimization of a Sequential Decision Making Problem for a Rare Disease Diagnostic Application},\n  year =\t 2020,\n  booktitle =\t {ICAART 2020},\n  keywords =\t {Proceedings, Health, ThemeHealth, TOP5, RL, ThemeRL},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Health, RL},\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  preprint = {RL/2020-BLPSNSA-ICAART.pdf},\n  reprint = {RL/2020-BLPSNSA-ICAART.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2020-BLPSNSA-ICAART.pdf},\n  reprintOK = 1,\n  lang =\t {English},\n  doi = {10.5220/0008938804750482}\n}\n\n%%% 2019\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Article\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Article')\"\n      onkeypress=\"toggleGroup('group_Article')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Article</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"besson-lepennec-allassonnire-learningfrombothexpertsanddata-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-Entropy-BLPA.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'besson-lepennec-allassonnire-learningfrombothexpertsanddata-2019', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-Entropy-BLPA.pdf', event);\">\n    Learning from both experts and data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Besson, R.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Allassonnière, S.\n</span>\n\n  \n\n</span>\n\n  <i>Entropy</i>, 12(1).  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-Entropy-BLPA.pdf\"\n     onclick=\"log_download('besson-lepennec-allassonnire-learningfrombothexpertsanddata-2019', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-Entropy-BLPA.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning from both experts and data [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.3390/e21121208\"\n     onclick=\"log_download('besson-lepennec-allassonnire-learningfrombothexpertsanddata-2019', 'http://doi.org/10.3390/e21121208', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/besson-lepennec-allassonnire-learningfrombothexpertsanddata-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('besson-lepennec-allassonnire-learningfrombothexpertsanddata-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Besson19,\n  author =\t {Besson, R. and Le Pennec, E. and Allassonnière, S.},\n  title =\t {Learning from both experts and data},\n  journal =\t {Entropy},\n  year =\t 2019,\n  keywords =\t {Article, RL, ThemeRL},\n  pubtype =\t {Article},\n  subject =\t {RL},\n  volume =\t 12,\n  number =\t 1,\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-Entropy-BLPA.pdf},\n  preprint =\t {RL/2019-arXiv-BLPA.pdf},\n  reprint =\t {RL/2019-Entropy-BLPA.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  arXiv =\t {1910.09043},\n  doi =\t\t {10.3390/e21121208}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"nguyen-aunai-fontaine-lepennec-vandenbossche-jeandet-bakkali-vignoli-etal-automaticdetectionofinterplanetarycoronalmassejectionsfrominsitudataadeeplearningapproach-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2019-Astro-NAFLPVJBVR.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'nguyen-aunai-fontaine-lepennec-vandenbossche-jeandet-bakkali-vignoli-etal-automaticdetectionofinterplanetarycoronalmassejectionsfrominsitudataadeeplearningapproach-2019', 'http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2019-Astro-NAFLPVJBVR.pdf', event);\">\n    Automatic detection of Interplanetary Coronal Mass Ejections from in-situ data: a deep learning approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Nguyen, G.; Aunai, N.; Fontaine, D.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Vandenbossche, J.; Jeandet, A.; Bakkali, B.; Vignoli, L.;  and Refaldo-Saint Blancard, B.\n</span>\n\n  \n\n</span>\n\n  <i>The Astrophysical Journal</i>.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2019-Astro-NAFLPVJBVR.pdf\"\n     onclick=\"log_download('nguyen-aunai-fontaine-lepennec-vandenbossche-jeandet-bakkali-vignoli-etal-automaticdetectionofinterplanetarycoronalmassejectionsfrominsitudataadeeplearningapproach-2019', 'http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2019-Astro-NAFLPVJBVR.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Automatic detection of Interplanetary Coronal Mass Ejections from in-situ data: a deep learning approach [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.3847/1538-4357/ab0d24\"\n     onclick=\"log_download('nguyen-aunai-fontaine-lepennec-vandenbossche-jeandet-bakkali-vignoli-etal-automaticdetectionofinterplanetarycoronalmassejectionsfrominsitudataadeeplearningapproach-2019', 'http://doi.org/10.3847/1538-4357/ab0d24', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/nguyen-aunai-fontaine-lepennec-vandenbossche-jeandet-bakkali-vignoli-etal-automaticdetectionofinterplanetarycoronalmassejectionsfrominsitudataadeeplearningapproach-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('nguyen-aunai-fontaine-lepennec-vandenbossche-jeandet-bakkali-vignoli-etal-automaticdetectionofinterplanetarycoronalmassejectionsfrominsitudataadeeplearningapproach-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{nguyen19:_autom_inter_coron_mass_eject,\n  author =\t {Nguyen, G. and Aunai, N. and Fontaine, D. and Le\n                  Pennec, E. and Vandenbossche, J. and Jeandet, A. and\n                  Bakkali, B. and Vignoli, L. and Refaldo-Saint\n                  Blancard, B.},\n  title =\t {Automatic detection of Interplanetary Coronal Mass\n                  Ejections from in-situ data: a deep learning\n                  approach},\n  journal =\t {The Astrophysical Journal},\n  year =\t 2019,\n  lang =\t {English},\n  subject =\t {Detection},\n  pubtype =\t {Article},\n  keywords =\t {Article, Detection, ThemeTarget},\n  arxiv =\t {1903.10780},\n  preprint =\t {Detection/2019-arXiv-NAFLPVJBVR.pdf},\n  reprint =\t {Detection/2019-Astro-NAFLPVJBVR.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2019-Astro-NAFLPVJBVR.pdf},\n  reprintok =\t 1,\n  doi =\t\t {10.3847/1538-4357/ab0d24}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"montuelle-lepennec-pacbayesianaggregationoflinearestimators-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2019-NPS-MLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'montuelle-lepennec-pacbayesianaggregationoflinearestimators-2019', 'http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2019-NPS-MLP.pdf', event);\">\n    PAC-Bayesian aggregation of linear estimators.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Montuelle, L.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Nonparametric Statistics</i>.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2019-NPS-MLP.pdf\"\n     onclick=\"log_download('montuelle-lepennec-pacbayesianaggregationoflinearestimators-2019', 'http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2019-NPS-MLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"PAC-Bayesian aggregation of linear estimators [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-96941-1_9\"\n     onclick=\"log_download('montuelle-lepennec-pacbayesianaggregationoflinearestimators-2019', 'http://doi.org/10.1007/978-3-319-96941-1_9', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/montuelle-lepennec-pacbayesianaggregationoflinearestimators-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('montuelle-lepennec-pacbayesianaggregationoflinearestimators-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{montuelle18:_pac,\n  author =\t {Montuelle, L. and Le Pennec, E.},\n  title =\t {PAC-Bayesian aggregation of linear estimators},\n  journal =\t {Nonparametric Statistics},\n  year =\t 2019,\n  page =\t {133-144},\n  lang =\t {English},\n  keywords =\t {Article, eGMM, ThemeAggreg},\n  pubtype =\t {Article},\n  subject =\t {Aggregation},\n  preprint =\t {Aggregation/2018-arXiv-MLP.pdf},\n  reprint =\t {Aggregation/2019-NPS-MLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2019-NPS-MLP.pdf},\n  reprintok =\t 1,\n  arXiv =\t {1410.0661},\n  doi =\t\t {10.1007/978-3-319-96941-1_9}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"levent-preux-lepennec-badosa-henri-bonnassieux-energymanagementformicrogridsareinforcementlearningapproach-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-ISGT-LPLPBHB.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'levent-preux-lepennec-badosa-henri-bonnassieux-energymanagementformicrogridsareinforcementlearningapproach-2019', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-ISGT-LPLPBHB.pdf', event);\">\n    Energy Management for Microgrids: a Reinforcement Learning Approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Levent, T.; Preux, P.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Badosa, J.; Henri, G.;  and Bonnassieux, Y.\n</span>\n\n  \n\n</span>\n\n  In <i>IEE ISGT Europe</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-ISGT-LPLPBHB.pdf\"\n     onclick=\"log_download('levent-preux-lepennec-badosa-henri-bonnassieux-energymanagementformicrogridsareinforcementlearningapproach-2019', 'http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-ISGT-LPLPBHB.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Energy Management for Microgrids: a Reinforcement Learning Approach [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ISGTEurope.2019.8905538\"\n     onclick=\"log_download('levent-preux-lepennec-badosa-henri-bonnassieux-energymanagementformicrogridsareinforcementlearningapproach-2019', 'http://doi.org/10.1109/ISGTEurope.2019.8905538', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/levent-preux-lepennec-badosa-henri-bonnassieux-energymanagementformicrogridsareinforcementlearningapproach-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('levent-preux-lepennec-badosa-henri-bonnassieux-energymanagementformicrogridsareinforcementlearningapproach-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Levent19,\n  author =\t {Levent, T. and Preux, Ph. and Le Pennec, E. and\n                  Badosa, J. and Henri, G. and Bonnassieux, Y.},\n  title =\t {Energy Management for Microgrids: a Reinforcement\n                  Learning Approach},\n  booktitle =\t {IEE ISGT Europe},\n  year =\t 2019,\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Proceedings, RL, TOP5},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {RL},\n  preprint =\t {RL/2019-ISGT-LPLPBHB.pdf},\n  reprint =\t {RL/2019-ISGT-LPLPBHB.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/RL/2019-ISGT-LPLPBHB.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  doi =\t\t {10.1109/ISGTEurope.2019.8905538}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"solelhac-brigham-bouchequet-andrillon-chennaoui-lepennec-rey-lger-representationofpolysomnographyrecordingsaslowdimensionaltrajectories-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2019-Slepp-SBBACLPRL.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'solelhac-brigham-bouchequet-andrillon-chennaoui-lepennec-rey-lger-representationofpolysomnographyrecordingsaslowdimensionaltrajectories-2019', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2019-Slepp-SBBACLPRL.pdf', event);\">\n    Representation Of Polysomnography Recordings As Low Dimensional Trajectories .\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Solelhac, G.; Brigham, M.; Bouchequet, P.; Andrillon, T.; Chennaoui, M.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Rey, M.;  and Léger, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Sleep</i>, volume 42, pages A128,  2019. \n  <span class=\"note\">33rd Annual Meeting of the Associated Professional Sleep Societies</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2019-Slepp-SBBACLPRL.pdf\"\n     onclick=\"log_download('solelhac-brigham-bouchequet-andrillon-chennaoui-lepennec-rey-lger-representationofpolysomnographyrecordingsaslowdimensionaltrajectories-2019', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2019-Slepp-SBBACLPRL.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Representation Of Polysomnography Recordings As Low Dimensional Trajectories  [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1093/sleep/zsz067.314\"\n     onclick=\"log_download('solelhac-brigham-bouchequet-andrillon-chennaoui-lepennec-rey-lger-representationofpolysomnographyrecordingsaslowdimensionaltrajectories-2019', 'http://doi.org/10.1093/sleep/zsz067.314', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/solelhac-brigham-bouchequet-andrillon-chennaoui-lepennec-rey-lger-representationofpolysomnographyrecordingsaslowdimensionaltrajectories-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('solelhac-brigham-bouchequet-andrillon-chennaoui-lepennec-rey-lger-representationofpolysomnographyrecordingsaslowdimensionaltrajectories-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Solelhac19,\n  author =\t {Solelhac, G. and Brigham, M. and\n                  Bouchequet, P. and Andrillon, Th. and\n\t\t  Chennaoui, M. and Le Pennec, E. and Rey, M. and Léger, D.},\n  title =\t {Representation Of Polysomnography Recordings As Low Dimensional Trajectories },\n  booktitle =\t {Sleep},\n  volume =\t 42,\n  pages =\t {A128},\n  year =\t 2019,\n  note =         {33rd Annual Meeting of the Associated Professional Sleep Societies}, \n  doi =\t\t {10.1093/sleep/zsz067.314},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Proceedings, Health, ThemeHealth},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Health},\n  preprint =\t {Health/2019-Sleep-SBBACLPRL},\n  reprint =\t {Health/2019-Sleep-SBBACLPRL.pdf},\n  reprintok =\t 1,\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2019-Slepp-SBBACLPRL.pdf},\n  lang =\t {English}\n}\n\n%%% 2018\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2018\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2018')\"\n      onkeypress=\"toggleGroup('group_2018')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2018</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"solelhac-brigham-marini-bouchequet-chennaoui-lepennec-lger-unenouvellereprsentationdelapolysomnographieparunetechniquedemachinelearningnonsupervise-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-Sommeil-SBMBCLPL.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'solelhac-brigham-marini-bouchequet-chennaoui-lepennec-lger-unenouvellereprsentationdelapolysomnographieparunetechniquedemachinelearningnonsupervise-2018', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-Sommeil-SBMBCLPL.pdf', event);\">\n    Une nouvelle représentation de la polysomnographie par une technique de machine learning nonsupervisée.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Solelhac, G.; Brigham, M.; Marini, C.; Bouchequet, P.; Chennaoui, M.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Léger, D.\n</span>\n\n  \n\n</span>\n\n  In <i>Médecine du Sommeil</i>, volume 15, pages 49,  2018. \n  <span class=\"note\">Résumés du Congrès du Sommeil. Marseille, 23-25 novembre 2017</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-Sommeil-SBMBCLPL.pdf\"\n     onclick=\"log_download('solelhac-brigham-marini-bouchequet-chennaoui-lepennec-lger-unenouvellereprsentationdelapolysomnographieparunetechniquedemachinelearningnonsupervise-2018', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-Sommeil-SBMBCLPL.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Une nouvelle représentation de la polysomnographie par une technique de machine learning nonsupervisée [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.msom.2018.01.132\"\n     onclick=\"log_download('solelhac-brigham-marini-bouchequet-chennaoui-lepennec-lger-unenouvellereprsentationdelapolysomnographieparunetechniquedemachinelearningnonsupervise-2018', 'http://doi.org/10.1016/j.msom.2018.01.132', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/solelhac-brigham-marini-bouchequet-chennaoui-lepennec-lger-unenouvellereprsentationdelapolysomnographieparunetechniquedemachinelearningnonsupervise-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('solelhac-brigham-marini-bouchequet-chennaoui-lepennec-lger-unenouvellereprsentationdelapolysomnographieparunetechniquedemachinelearningnonsupervise-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{Solelhac18nouvelle,\n  author =\t {Solelhac, G. and Brigham, M. and Marini, C. and\n                  Bouchequet, P. and Chennaoui, M. and Le Pennec,\n                  E. and Léger, D.},\n  title =\t {Une nouvelle représentation de la polysomnographie\n                  par une technique de machine learning nonsupervisée},\n  booktitle =\t {Médecine du Sommeil},\n  volume =\t 15,\n  number =\t 1,\n  pages =\t 49,\n  year =\t 2018,\n  note =\t &quot;Résumés du Congrès du Sommeil. Marseille, 23-25\n                  novembre 2017&quot;,\n  issn =\t &quot;1769-4493&quot;,\n  doi =\t\t &quot;10.1016/j.msom.2018.01.132&quot;,\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, Health, ThemeHealth},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {Health},\n  preprint =\t {Health/2017-Sommeil-SBMBCLPL.pdf},\n  reprint =\t {Health/2017-Sommeil-SBMBCLPL.pdf},\n  reprintok =\t 1,\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-Sommeil-SBMBCLPL.pdf},\n  lang =\t {Français}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Article\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Article')\"\n      onkeypress=\"toggleGroup('group_Article')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Article</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholding-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-EJS-GLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholding-2018', 'http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-EJS-GLP.pdf', event);\">\n    Adaptive Estimation in the Nonparametric Random Coefficients Binary Choice Model by Needlet Thresholding.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gautier, E.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  <i>EJS</i>, 12.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-EJS-GLP.pdf\"\n     onclick=\"log_download('gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholding-2018', 'http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-EJS-GLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adaptive Estimation in the Nonparametric Random Coefficients Binary Choice Model by Needlet Thresholding [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1214/17-EJS1383\"\n     onclick=\"log_download('gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholding-2018', 'http://doi.org/10.1214/17-EJS1383', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholding-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholding-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{gautier16:_adapt_estim_nonpar_random_coeff,\n  author =\t {Gautier, E. and Le Pennec, E.},\n  title =\t {Adaptive Estimation in the Nonparametric Random\n                  Coefficients Binary Choice Model by Needlet\n                  Thresholding},\n  journal =\t {EJS},\n  year =\t 2018,\n  volume =\t 12,\n  nummber =\t 1,\n  page =\t {277-320},\n  doi =\t\t {10.1214/17-EJS1383},\n  SICI =\t {1935-7524(2018)12:1&lt;277:AEITNR&gt;2.0.CO;2-U},\n  keywords =\t {Article, Needlet, ThemeNeedlet},\n  pubtype =\t {Article},\n  subject =\t {Needlet},\n  preprint =\t {Needlet/2017-arXiv-GLP.pdf},\n  reprint =\t {Needlet/2018-EJS-GLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-EJS-GLP.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  hal =\t\t {inria-00601274},\n  arXiv =\t {1106.3503},\n  inriaRR =\t 7647,\n}\n\n\n\n%%% 2017\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Book\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Book')\"\n      onkeypress=\"toggleGroup('group_Book')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Book</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"cornillon-guyader-husson-jgou-josse-klutchnikoff-lepennec-matznerlber-etal-rpourlastatistiqueetlasciencedesdonnes-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/R/2018-R.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cornillon-guyader-husson-jgou-josse-klutchnikoff-lepennec-matznerlber-etal-rpourlastatistiqueetlasciencedesdonnes-2018', 'http://lepennec.perso.math.cnrs.fr/Preprint/R/2018-R.pdf', event);\">\n    R pour la statistique et la science des données.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cornillon, P.; Guyader, A.; Husson, F.; Jégou, N.; Josse, J.; Klutchnikoff, N.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Matzner-Løber, E.; Rouvière, L.;  and Thieurmel, B.\n</span>\n\n  \n\n</span>\n\n  PUR,  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/R/2018-R.pdf\"\n     onclick=\"log_download('cornillon-guyader-husson-jgou-josse-klutchnikoff-lepennec-matznerlber-etal-rpourlastatistiqueetlasciencedesdonnes-2018', 'http://lepennec.perso.math.cnrs.fr/Preprint/R/2018-R.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"R pour la statistique et la science des données [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cornillon-guyader-husson-jgou-josse-klutchnikoff-lepennec-matznerlber-etal-rpourlastatistiqueetlasciencedesdonnes-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cornillon-guyader-husson-jgou-josse-klutchnikoff-lepennec-matznerlber-etal-rpourlastatistiqueetlasciencedesdonnes-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Book{cornillon18:_r,\n  title =\t {R pour la statistique et la science des données},\n  year =\t 2018,\n  author =\t {Cornillon, P.-A. and Guyader, A. and Husson, F.  and\n                  Jégou, N. and Josse, J. and Klutchnikoff, N. and Le\n                  Pennec, E. and Matzner-Løber, E. and Rouvière,\n                  L. and Thieurmel, B.},\n  publisher =\t {PUR},\n  isbn =\t {978-2-7535-7573-8},\n  lang =\t {Francais},\n  keywords =\t {Book, R},\n  pubtype =\t {Book},\n  preprint =\t {R/2018-R.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Preprint/R/2018-R.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Preprint\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Preprint')\"\n      onkeypress=\"toggleGroup('group_Preprint')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Preprint</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"besson-lepennec-allassonnire-stirnemann-spaggiari-neuraz-amodelbasedreinforcementlearningapproachforararediseasediagnostictask-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2018-arXiv-BLPASSN.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'besson-lepennec-allassonnire-stirnemann-spaggiari-neuraz-amodelbasedreinforcementlearningapproachforararediseasediagnostictask-2018', 'http://lepennec.perso.math.cnrs.fr/Preprint/Health/2018-arXiv-BLPASSN.pdf', event);\">\n    A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Besson, R.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Allassonnière, S.; Stirnemann, J.; Spaggiari, E.;  and Neuraz, A.\n</span>\n\n  \n\n</span>\n\n  .  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Health/2018-arXiv-BLPASSN.pdf\"\n     onclick=\"log_download('besson-lepennec-allassonnire-stirnemann-spaggiari-neuraz-amodelbasedreinforcementlearningapproachforararediseasediagnostictask-2018', 'http://lepennec.perso.math.cnrs.fr/Preprint/Health/2018-arXiv-BLPASSN.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/besson-lepennec-allassonnire-stirnemann-spaggiari-neuraz-amodelbasedreinforcementlearningapproachforararediseasediagnostictask-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('besson-lepennec-allassonnire-stirnemann-spaggiari-neuraz-amodelbasedreinforcementlearningapproachforararediseasediagnostictask-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Besson18,\n  author =\t {Besson, R. and Le Pennec, E. and Allassonnière,\n                  S. and Stirnemann, J. and Spaggiari, E. and Neuraz,\n                  A.},\n  title =\t {A Model-Based Reinforcement Learning Approach for a\n                  Rare Disease Diagnostic Task},\n  journaltitle = {Preprint},\n  year =\t 2018,\n  keywords =\t {Preprint, Health, ThemeHealth, RL, ThemeRL},\n  pubtype =\t {Preprint},\n  subject =\t {Health, RL},\n  preprint =\t {Health/2018-arXiv-BLPASSN.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Preprint/Health/2018-arXiv-BLPASSN.pdf},\n  lang =\t {English},\n  arXiv =\t {1811.10112}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bergounioux-lepennec-trlat-fractionalordervariationalnumericalmethodsfortomographicreconstructionofbinaryimages-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2018-HAL-BLPT.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bergounioux-lepennec-trlat-fractionalordervariationalnumericalmethodsfortomographicreconstructionofbinaryimages-2018', 'http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2018-HAL-BLPT.pdf', event);\">\n    Fractional-order variational numerical methods for tomographic reconstruction of binary images .\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bergounioux, M.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Trélat, E.\n</span>\n\n  \n\n</span>\n\n  <i>Preprint</i>.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2018-HAL-BLPT.pdf\"\n     onclick=\"log_download('bergounioux-lepennec-trlat-fractionalordervariationalnumericalmethodsfortomographicreconstructionofbinaryimages-2018', 'http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2018-HAL-BLPT.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Fractional-order variational numerical methods for tomographic reconstruction of binary images  [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bergounioux-lepennec-trlat-fractionalordervariationalnumericalmethodsfortomographicreconstructionofbinaryimages-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bergounioux-lepennec-trlat-fractionalordervariationalnumericalmethodsfortomographicreconstructionofbinaryimages-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Bergounioux18,\n  author =\t {Bergounioux, M. and Le Pennec, E. and Trélat, E.},\n  title =\t {Fractional-order variational numerical methods for\n                  tomographic reconstruction of binary images },\n  journal =\t {Preprint},\n  year =\t 2018,\n  lang =\t {English},\n  keywords =\t {Preprint, Needlet, ThemeNeedlet},\n  pubtype =\t {Preprint},\n  subject =\t {Needlet},\n  preprint =\t {Needlet/2018-HAL-BLPT.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2018-HAL-BLPT.pdf},\n  hal =\t\t {hal-01794224}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bergounioux-abraham-abraham-carlier-lepennec-trlat-variationalmethodsfortomographicreconstructionwithfewviews-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-Milan-BAACLPT.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bergounioux-abraham-abraham-carlier-lepennec-trlat-variationalmethodsfortomographicreconstructionwithfewviews-2018', 'http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-Milan-BAACLPT.pdf', event);\">\n    Variational Methods for Tomographic Reconstruction with Few Views.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bergounioux, M.; Abraham, I.; Abraham, R.; Carlier, G.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Trélat, E.\n</span>\n\n  \n\n</span>\n\n  .  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-Milan-BAACLPT.pdf\"\n     onclick=\"log_download('bergounioux-abraham-abraham-carlier-lepennec-trlat-variationalmethodsfortomographicreconstructionwithfewviews-2018', 'http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-Milan-BAACLPT.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Variational Methods for Tomographic Reconstruction with Few Views [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s00032-018-0285-1\"\n     onclick=\"log_download('bergounioux-abraham-abraham-carlier-lepennec-trlat-variationalmethodsfortomographicreconstructionwithfewviews-2018', 'http://doi.org/10.1007/s00032-018-0285-1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bergounioux-abraham-abraham-carlier-lepennec-trlat-variationalmethodsfortomographicreconstructionwithfewviews-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bergounioux-abraham-abraham-carlier-lepennec-trlat-variationalmethodsfortomographicreconstructionwithfewviews-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{bergounioux18:_variat_method_tomog_recon_few_views,\n  author =\t {Bergounioux, M. and Abraham, I. and Abraham, R. and\n                  Carlier, G.  and Le Pennec, E. and Trélat, E.},\n  title =\t {Variational Methods for Tomographic Reconstruction\n                  with Few Views},\n  journaltitle = {Milan Journal of Mathematics},\n  year =\t 2018,\n  doi =\t\t {10.1007/s00032-018-0285-1},\n  lang =\t {English},\n  keywords =\t {Article, Needlet, ThemeNeedlet},\n  pubtype =\t {Preprint},\n  subject =\t {Needlet},\n  preprint =\t {Needlet/2018-arXiv-BAACLPT.pdf},\n  reprint =\t {Needlet/2018-Milan-BAACLPT.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2018-Milan-BAACLPT.pdf},\n  reprintOK =\t 1\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2017\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2017')\"\n      onkeypress=\"toggleGroup('group_2017')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2017</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"besson-lepennec-allassonire-optimisationdarbrededcisionpourunproblmededtectionprcocedanomaliesfoetales-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-SFdS-BLPA.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'besson-lepennec-allassonire-optimisationdarbrededcisionpourunproblmededtectionprcocedanomaliesfoetales-2017', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-SFdS-BLPA.pdf', event);\">\n    Optimisation d'arbre de décision pour un problème de détection précoce d'anomalies foetales.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Besson, R.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Allassonière, S.\n</span>\n\n  \n\n</span>\n\n  In <i>Journée de la SFdS</i>, Avignon,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-SFdS-BLPA.pdf\"\n     onclick=\"log_download('besson-lepennec-allassonire-optimisationdarbrededcisionpourunproblmededtectionprcocedanomaliesfoetales-2017', 'http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-SFdS-BLPA.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Optimisation d&#x27;arbre de décision pour un problème de détection précoce d&#x27;anomalies foetales [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/besson-lepennec-allassonire-optimisationdarbrededcisionpourunproblmededtectionprcocedanomaliesfoetales-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('besson-lepennec-allassonire-optimisationdarbrededcisionpourunproblmededtectionprcocedanomaliesfoetales-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{BessonSfdS17,\n  author =\t {Besson, R. and Le Pennec, E. and Allassonière, S.},\n  title =\t {Optimisation d&#x27;arbre de décision pour un problème de\n                  détection précoce d&#x27;anomalies foetales},\n  booktitle =\t {Journée de la SFdS},\n  year =\t 2017,\n  address =\t {Avignon},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, Health, ThemeHealth},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {Health},\n  preprint =\t {Health/2017-SFdS-BLPA.pdf},\n  reprint =\t {Health/2017-SFdS-BLPA.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Health/2017-SFdS-BLPA.pdf},\n  reprintok =\t 1,\n  lang =\t {Francais},\n}\n\n\n%%% 2015\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Preprint\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Preprint')\"\n      onkeypress=\"toggleGroup('group_Preprint')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Preprint</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"derman-lepennec-clusteringandmodelselectionviapenalizedlikelihoodfordifferentsizedcategoricaldatavectors-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2017-arXiv-DLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'derman-lepennec-clusteringandmodelselectionviapenalizedlikelihoodfordifferentsizedcategoricaldatavectors-2017', 'http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2017-arXiv-DLP.pdf', event);\">\n    Clustering and Model Selection via Penalized Likelihood for Different-sized Categorical Data Vectors.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Derman, E.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Submission</i>.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2017-arXiv-DLP.pdf\"\n     onclick=\"log_download('derman-lepennec-clusteringandmodelselectionviapenalizedlikelihoodfordifferentsizedcategoricaldatavectors-2017', 'http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2017-arXiv-DLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Clustering and Model Selection via Penalized Likelihood for Different-sized Categorical Data Vectors [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/derman-lepennec-clusteringandmodelselectionviapenalizedlikelihoodfordifferentsizedcategoricaldatavectors-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('derman-lepennec-clusteringandmodelselectionviapenalizedlikelihoodfordifferentsizedcategoricaldatavectors-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{Derman17,\n  author =\t {Derman, E. and Le Pennec, E.},\n  title =\t {Clustering and Model Selection via Penalized\n                  Likelihood for Different-sized Categorical Data\n                  Vectors},\n  journal =\t {Submission},\n  year =\t 2017,\n  lang =\t {English},\n  keywords =\t {Preprint, eGMM, ThemeCond},\n  pubtype =\t {Preprint},\n  subject =\t {eGMM},\n  preprint =\t {eGMM/2017-arXiv-DLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2017-arXiv-DLP.pdf},\n  arXiv =\t {1709.02294}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2015\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2015')\"\n      onkeypress=\"toggleGroup('group_2015')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2015</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"thivin-lepennec-prenat-dtectionautomatiquedeciblessousrsolues-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2015-SFdS-TLPP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'thivin-lepennec-prenat-dtectionautomatiquedeciblessousrsolues-2015', 'http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2015-SFdS-TLPP.pdf', event);\">\n    Détection automatique de cibles sous-résolues.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Thivin, S.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Prenat, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Journée de la SFdS</i>, Lille,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2015-SFdS-TLPP.pdf\"\n     onclick=\"log_download('thivin-lepennec-prenat-dtectionautomatiquedeciblessousrsolues-2015', 'http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2015-SFdS-TLPP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Détection automatique de cibles sous-résolues [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/thivin-lepennec-prenat-dtectionautomatiquedeciblessousrsolues-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('thivin-lepennec-prenat-dtectionautomatiquedeciblessousrsolues-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ThivSfdS15,\n  author =\t {Thivin, S. and Le Pennec, E. and Prenat, M.},\n  title =\t {Détection automatique de cibles sous-résolues},\n  booktitle =\t {Journée de la SFdS},\n  year =\t 2015,\n  address =\t {Lille},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, Detection, ThemeTarget},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {Detection},\n  preprint =\t {Detection/2015-SFdS-TLPP.pdf},\n  reprint =\t {Detection/2015-SFdS-TLPP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2015-SFdS-TLPP.pdf},\n  reprintok =\t 1,\n  lang =\t {Francais},\n}\n\n\n%%% 2014\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2014\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2014')\"\n      onkeypress=\"toggleGroup('group_2014')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2014</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"montuelle-lepennec-agrgationpacbaysiennedestimateursparprojection-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2014-SFdS-MLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'montuelle-lepennec-agrgationpacbaysiennedestimateursparprojection-2014', 'http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2014-SFdS-MLP.pdf', event);\">\n    Agrégation PAC-bayésienne d'estimateurs par projection.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Montuelle, L.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Journée de la SFdS</i>, Rennes,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2014-SFdS-MLP.pdf\"\n     onclick=\"log_download('montuelle-lepennec-agrgationpacbaysiennedestimateursparprojection-2014', 'http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2014-SFdS-MLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Agrégation PAC-bayésienne d&#x27;estimateurs par projection [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/montuelle-lepennec-agrgationpacbaysiennedestimateursparprojection-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('montuelle-lepennec-agrgationpacbaysiennedestimateursparprojection-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{MontSfdS14,\n  author =\t {Montuelle, L. and Le Pennec, E.},\n  title =\t {Agrégation PAC-bayésienne d&#x27;estimateurs par\n                  projection},\n  booktitle =\t {Journée de la SFdS},\n  year =\t 2014,\n  address =\t {Rennes},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, Aggregation, ThemeAggreg},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {Aggregation},\n  preprint =\t {Aggregation/2014-SFdS-MLP.pdf},\n  reprint =\t {Aggregation/2014-SFdS-MLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Aggregation/2014-SFdS-MLP.pdf},\n  reprintok =\t 1,\n  lang =\t {Francais},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"thivin-lepennec-prenat-dtectiondeciblesdansdestexturescomplexesuneapprocheparsegmentationdimagesenzonesstationnaires-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2014-SFdS-TLPP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'thivin-lepennec-prenat-dtectiondeciblesdansdestexturescomplexesuneapprocheparsegmentationdimagesenzonesstationnaires-2014', 'http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2014-SFdS-TLPP.pdf', event);\">\n    Détection de cibles dans des textures complexes, une approche par segmentation d'images en zones stationnaires.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Thivin, S.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Prenat, M.\n</span>\n\n  \n\n</span>\n\n  In <i>Journée de la SFdS</i>, Rennes,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2014-SFdS-TLPP.pdf\"\n     onclick=\"log_download('thivin-lepennec-prenat-dtectiondeciblesdansdestexturescomplexesuneapprocheparsegmentationdimagesenzonesstationnaires-2014', 'http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2014-SFdS-TLPP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Détection de cibles dans des textures complexes, une approche par segmentation d&#x27;images en zones stationnaires [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/thivin-lepennec-prenat-dtectiondeciblesdansdestexturescomplexesuneapprocheparsegmentationdimagesenzonesstationnaires-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('thivin-lepennec-prenat-dtectiondeciblesdansdestexturescomplexesuneapprocheparsegmentationdimagesenzonesstationnaires-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{ThivSfdS14,\n  author =\t {Thivin, S. and Le Pennec, E. and Prenat, M.},\n  title =\t {Détection de cibles dans des textures complexes, une\n                  approche par segmentation d&#x27;images en zones\n                  stationnaires},\n  booktitle =\t {Journée de la SFdS},\n  year =\t 2014,\n  address =\t {Rennes},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, Detection, ThemeTarget},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {Detection},\n  preprint =\t {Detection/2014-SFdS-TLPP.pdf},\n  reprint =\t {Detection/2014-SFdS-TLPP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Detection/2014-SFdS-TLPP.pdf},\n  reprintok =\t 1,\n  lang =\t {Francais},\n}\n\n%%% 2013\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Article\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Article')\"\n      onkeypress=\"toggleGroup('group_Article')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Article</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"montuelle-lepennec-mixtureofgaussianregressionsmodelwithlogisticweightsapenalizedmaximumlikelihoodapproach-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-EJS-MLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'montuelle-lepennec-mixtureofgaussianregressionsmodelwithlogisticweightsapenalizedmaximumlikelihoodapproach-2014', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-EJS-MLP.pdf', event);\">\n    Mixture of Gaussian regressions model with logistic weights, a penalized maximum likelihood approach.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Montuelle, L.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Electron. J. Statist.</i>, 8(1): 1661-1695.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-EJS-MLP.pdf\"\n     onclick=\"log_download('montuelle-lepennec-mixtureofgaussianregressionsmodelwithlogisticweightsapenalizedmaximumlikelihoodapproach-2014', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-EJS-MLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Mixture of Gaussian regressions model with logistic weights, a penalized maximum likelihood approach [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1214/14-EJS939\"\n     onclick=\"log_download('montuelle-lepennec-mixtureofgaussianregressionsmodelwithlogisticweightsapenalizedmaximumlikelihoodapproach-2014', 'http://doi.org/10.1214/14-EJS939', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/montuelle-lepennec-mixtureofgaussianregressionsmodelwithlogisticweightsapenalizedmaximumlikelihoodapproach-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('montuelle-lepennec-mixtureofgaussianregressionsmodelwithlogisticweightsapenalizedmaximumlikelihoodapproach-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{montuelle12:_condit,\n  author =\t {Montuelle, L. and Le Pennec, E.},\n  title =\t {Mixture of Gaussian regressions model with logistic\n                  weights, a penalized maximum likelihood approach},\n  JOURNAL =\t {Electron. J. Statist.},\n  FJOURNAL =\t {Electronic Journal of Statistics},\n  YEAR =\t 2014,\n  VOLUME =\t 8,\n  NUMBER =\t 1,\n  PAGES =\t {1661-1695},\n  ISSN =\t {1935-7524},\n  DOI =\t\t {10.1214/14-EJS939},\n  SICI =\t {1935-7524(2014)8:1&lt;1661:MOGRMW&gt;2.0.CO;2-8},\n  year =\t 2014,\n  keywords =\t {Article, eGMM, ThemeCond},\n  pubtype =\t {Article},\n  subject =\t {eGMM},\n  lang =\t {English},\n  preprint =\t {eGMM/2014-arXiv-MLP.pdf},\n  reprint =\t {eGMM/2014-EJS-MLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-EJS-MLP.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  hal =\t\t {hal-00809735},\n  arXiv =\t {1304.2696},\n  inriaRR =\t 8281,\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cohen-lepennec-unsupervisedsegmentationofhyperspectralimageswithspatializedgaussianmixturemodelandmodelselection-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-OGST-CLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cohen-lepennec-unsupervisedsegmentationofhyperspectralimageswithspatializedgaussianmixturemodelandmodelselection-2014', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-OGST-CLP.pdf', event);\">\n    Unsupervised segmentation of hyperspectral images with spatialized Gaussian mixture model and model selection.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cohen, S.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  <i>OGST</i>, 69(2): 245–260.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-OGST-CLP.pdf\"\n     onclick=\"log_download('cohen-lepennec-unsupervisedsegmentationofhyperspectralimageswithspatializedgaussianmixturemodelandmodelselection-2014', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-OGST-CLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Unsupervised segmentation of hyperspectral images with spatialized Gaussian mixture model and model selection [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.2516/ogst/2014013\"\n     onclick=\"log_download('cohen-lepennec-unsupervisedsegmentationofhyperspectralimageswithspatializedgaussianmixturemodelandmodelselection-2014', 'http://doi.org/10.2516/ogst/2014013', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cohen-lepennec-unsupervisedsegmentationofhyperspectralimageswithspatializedgaussianmixturemodelandmodelselection-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cohen-lepennec-unsupervisedsegmentationofhyperspectralimageswithspatializedgaussianmixturemodelandmodelselection-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{cohen14:unsupseg,\n  author =\t {Cohen, S. and Le Pennec, E.},\n  title =\t {Unsupervised segmentation of hyperspectral images\n                  with spatialized {Gaussian} mixture model and model\n                  selection},\n  journal =\t {OGST},\n  fjournal =\t {Oil &amp; Gas Science and Technology - Revue d&#x27;IFP\n                  Energies nouvelles},\n  year =\t 2014,\n  keywords =\t {Article, eGMM, ThemeCond},\n  pubtype =\t {Article},\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  pubtype =\t {Article},\n  subject =\t {eGMM},\n  volume =\t 69,\n  number =\t 2,\n  pages =\t {245--260},\n  preprint =\t {eGMM/2014-OGST-CLP.pdf},\n  reprint =\t {eGMM/2014-OGST-CLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2014-OGST-CLP.pdf},\n  lang =\t {English},\n  doi =\t\t {10.2516/ogst/2014013},\n  reprintok =\t 1\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2013\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2013')\"\n      onkeypress=\"toggleGroup('group_2013')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2013</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"montuelle-lepennec-rgressiongaussiennepoidslogistiquesetmaximumdevraisemblancepnalis-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-SFdS-MLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'montuelle-lepennec-rgressiongaussiennepoidslogistiquesetmaximumdevraisemblancepnalis-2013', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-SFdS-MLP.pdf', event);\">\n    Régression gaussienne à poids logistiques et maximum de vraisemblance pénalisé.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Montuelle, L.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Journée de la SFdS</i>, Toulouse,  2013. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-SFdS-MLP.pdf\"\n     onclick=\"log_download('montuelle-lepennec-rgressiongaussiennepoidslogistiquesetmaximumdevraisemblancepnalis-2013', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-SFdS-MLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Régression gaussienne à poids logistiques et maximum de vraisemblance pénalisé [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/montuelle-lepennec-rgressiongaussiennepoidslogistiquesetmaximumdevraisemblancepnalis-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('montuelle-lepennec-rgressiongaussiennepoidslogistiquesetmaximumdevraisemblancepnalis-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{MontSfdS13,\n  author =\t {Montuelle, L. and Le Pennec, E.},\n  title =\t {Régression gaussienne à poids logistiques et maximum\n                  de vraisemblance pénalisé},\n  booktitle =\t {Journée de la SFdS},\n  year =\t 2013,\n  address =\t {Toulouse},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, eGMM, ThemeCond},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {eGMM},\n  preprint =\t {eGMM/2013-SFdS-MLP.pdf},\n  reprint =\t {eGMM/2013-SFdS-MLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-SFdS-MLP.pdf},\n  reprintok =\t 1,\n  lang =\t {Francais},\n  hal =\t\t {inria-00386668},\n}\n\n%%% 2012\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Article\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Article')\"\n      onkeypress=\"toggleGroup('group_Article')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Article</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"cohen-lepennec-partitionbasedconditionaldensityestimation-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-ESAIMPS-CLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cohen-lepennec-partitionbasedconditionaldensityestimation-2013', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-ESAIMPS-CLP.pdf', event);\">\n    Partition-Based Conditional Density Estimation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cohen, S.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  <i>ESAIM Probab. Stat.</i>, 17: 672–697.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-ESAIMPS-CLP.pdf\"\n     onclick=\"log_download('cohen-lepennec-partitionbasedconditionaldensityestimation-2013', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-ESAIMPS-CLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Partition-Based Conditional Density Estimation [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1051/ps/2012017\"\n     onclick=\"log_download('cohen-lepennec-partitionbasedconditionaldensityestimation-2013', 'http://doi.org/10.1051/ps/2012017', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cohen-lepennec-partitionbasedconditionaldensityestimation-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cohen-lepennec-partitionbasedconditionaldensityestimation-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{cohen12:_partit_based_condit_densit_estim,\n  author =\t {Cohen, S. and Le Pennec, E.},\n  title =\t {Partition-Based Conditional Density Estimation},\n  journal =\t {ESAIM Probab. Stat.},\n  fjournal =\t {ESAIM Probability and Statistics},\n  year =\t 2013,\n  keywords =\t {Article, eGMM, ThemeCond, ThemeCond},\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  pubtype =\t {Article},\n  subject =\t {eGMM},\n  preprint =\t {eGMM/2012-ESAIMPS-CLP.pdf},\n  reprint =\t {eGMM/2013-ESAIMPS-CLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2013-ESAIMPS-CLP.pdf},\n  lang =\t {English},\n  volume =\t 17,\n  pages =\t {672--697},\n  doi =\t\t {10.1051/ps/2012017},\n  reprintok =\t 1\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Preprint\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Preprint')\"\n      onkeypress=\"toggleGroup('group_Preprint')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Preprint</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselection-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-Pre1-CLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselection-2013', 'http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-Pre1-CLP.pdf', event);\">\n    Conditional Density Estimation by Penalized Likelihood Model Selection.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cohen, S.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Submission</i>.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-Pre1-CLP.pdf\"\n     onclick=\"log_download('cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselection-2013', 'http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-Pre1-CLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Conditional Density Estimation by Penalized Likelihood Model Selection [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselection-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselection-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{cohen11:_condit_densit_estim_penal_likel_model,\n  author =\t {Cohen, S. and Le Pennec, E.},\n  title =\t {Conditional Density Estimation by Penalized\n                  Likelihood Model Selection},\n  journal =\t {Submission},\n  year =\t 2013,\n  keywords =\t {Preprint, eGMM, ThemeCond},\n  pubtype =\t {Preprint},\n  subject =\t {eGMM},\n  preprint =\t {eGMM/2011-Pre1-CLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-Pre1-CLP.pdf},\n  lang =\t {English}\n}\n\n%%% Accepted\n\n%%% 2024\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Technical_report\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Technical_report')\"\n      onkeypress=\"toggleGroup('group_Technical_report')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Technical report</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholdingextendedversion-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2011-arXiv-GLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholdingextendedversion-2013', 'http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2011-arXiv-GLP.pdf', event);\">\n    Adaptive Estimation in the Nonparametric Random Coefficients Binary Choice Model by Needlet Thresholding (extended version).\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gautier, E.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report Inria,  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2011-arXiv-GLP.pdf\"\n     onclick=\"log_download('gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholdingextendedversion-2013', 'http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2011-arXiv-GLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adaptive Estimation in the Nonparametric Random Coefficients Binary Choice Model by Needlet Thresholding (extended version) [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholdingextendedversion-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gautier-lepennec-adaptiveestimationinthenonparametricrandomcoefficientsbinarychoicemodelbyneedletthresholdingextendedversion-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@TechReport{gautier11:_adapt_estim_nonpar_random_coeff,\n  author =\t {Gautier, E. and Le Pennec, E.},\n  title =\t {Adaptive Estimation in the Nonparametric Random\n                  Coefficients Binary Choice Model by Needlet\n                  Thresholding (extended version)},\n  institution =\t {Inria},\n  year =\t 2013,\n  keywords =\t {TechReport, Needlet, ThemeNeedlet},\n  pubtype =\t {Technical report},\n  subject =\t {Needlet},\n  preprint =\t {Needlet/2011-arXiv-GLP.pdf},\n  url_PDF = {http://lepennec.perso.math.cnrs.fr/Preprint/Needlet/2011-arXiv-GLP.pdf},\n  lang =\t {English},\n  hal =\t\t {inria-00601274v1},\n  arXiv =\t {1106.3503},\n  inriaRR =\t 7647\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2012\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2012')\"\n      onkeypress=\"toggleGroup('group_2012')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2012</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Article\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Article')\"\n      onkeypress=\"toggleGroup('group_Article')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Article</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"kerkyacharian-lepennec-picard-radonneedletthresholding-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2012-Bernoulli-KLPP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kerkyacharian-lepennec-picard-radonneedletthresholding-2012', 'http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2012-Bernoulli-KLPP.pdf', event);\">\n    Radon needlet thresholding.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kerkyacharian, G.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Picard, D.\n</span>\n\n  \n\n</span>\n\n  <i>Bernoulli</i>, 18(2): 391–433.  2012.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2012-Bernoulli-KLPP.pdf\"\n     onclick=\"log_download('kerkyacharian-lepennec-picard-radonneedletthresholding-2012', 'http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2012-Bernoulli-KLPP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Radon needlet thresholding [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.3150/10-BEJ340\"\n     onclick=\"log_download('kerkyacharian-lepennec-picard-radonneedletthresholding-2012', 'http://doi.org/10.3150/10-BEJ340', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kerkyacharian-lepennec-picard-radonneedletthresholding-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kerkyacharian-lepennec-picard-radonneedletthresholding-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{kerkyachaian10:_radon,\n  author =\t {Kerkyacharian, G. and Le Pennec, E. and Picard, D.},\n  title =\t {Radon needlet thresholding},\n  journal =\t {Bernoulli},\n  fjournal =\t {Bernoulli},\n  year =\t 2012,\n  volume =\t 18,\n  number =\t 2,\n  pages =\t {391--433},\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  keywords =\t {Article, Needlet, ThemeNeedlet},\n  pubtype =\t {Article},\n  subject =\t {Needlet},\n  preprint =\t {Needlet/2010-Bernoulli-KLPP.pdf},\n  reprint =\t {Needlet/2012-Bernoulli-KLPP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2012-Bernoulli-KLPP.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  hal =\t\t {hal-00409903},\n  arXiv =\t {0908.2514},\n  doi =\t\t {10.3150/10-BEJ340},\n}\n\n%%% 2011\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2011\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2011')\"\n      onkeypress=\"toggleGroup('group_2011')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2011</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"cohen-lepennec-segmentationnonsupervisedimagehyperspectraleparmlangedegausiennesspatialis-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-GRETSI-CLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cohen-lepennec-segmentationnonsupervisedimagehyperspectraleparmlangedegausiennesspatialis-2011', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-GRETSI-CLP.pdf', event);\">\n    Segmentation non supervisée d'image hyperspectrale par mélange de gausiennes spatialisé.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cohen, S.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>GRETSI 11</i>, Bordeaux,  2011. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-GRETSI-CLP.pdf\"\n     onclick=\"log_download('cohen-lepennec-segmentationnonsupervisedimagehyperspectraleparmlangedegausiennesspatialis-2011', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-GRETSI-CLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Segmentation non supervisée d&#x27;image hyperspectrale par mélange de gausiennes spatialisé [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cohen-lepennec-segmentationnonsupervisedimagehyperspectraleparmlangedegausiennesspatialis-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cohen-lepennec-segmentationnonsupervisedimagehyperspectraleparmlangedegausiennesspatialis-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{cohen11:_segmen,\n  author =\t {Cohen, S. and Le Pennec, E.},\n  title =\t {Segmentation non supervisée d&#x27;image hyperspectrale\n                  par mélange de gausiennes spatialisé},\n  booktitle =\t {GRETSI 11},\n  year =\t 2011,\n  address =\t {Bordeaux},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, eGMM, ThemeCond},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {eGMM},\n  preprint =\t {eGMM/2011-GRETSI-CLP.pdf},\n  reprint =\t {eGMM/2011-GRETSI-CLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-GRETSI-CLP.pdf},\n  reprintok =\t 1,\n  lang =\t {Francais}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Article\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Article')\"\n      onkeypress=\"toggleGroup('group_Article')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Article</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"dossal-lepennec-mallat-bandletimageestimationwithmodelselection-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2011-SigPro-DLPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'dossal-lepennec-mallat-bandletimageestimationwithmodelselection-2011', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2011-SigPro-DLPM.pdf', event);\">\n    Bandlet Image Estimation with Model Selection.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Dossal, C.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n  <i>Sig. Process.</i>, 91(12): 2743–2753.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2011-SigPro-DLPM.pdf\"\n     onclick=\"log_download('dossal-lepennec-mallat-bandletimageestimationwithmodelselection-2011', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2011-SigPro-DLPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bandlet Image Estimation with Model Selection [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.sigpro.2011.01.013\"\n     onclick=\"log_download('dossal-lepennec-mallat-bandletimageestimationwithmodelselection-2011', 'http://doi.org/10.1016/j.sigpro.2011.01.013', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/dossal-lepennec-mallat-bandletimageestimationwithmodelselection-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('dossal-lepennec-mallat-bandletimageestimationwithmodelselection-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{dossal11:_bandel_image_estim_model_selec,\n  author =\t {Dossal, Ch. and Le Pennec, E. and Mallat, S.},\n  title =\t {Bandlet Image Estimation with Model Selection},\n  journal =\t {Sig. Process.},\n  fjournal =\t {Signal Processing},\n  year =\t 2011,\n  volume =\t 91,\n  number =\t 12,\n  pages =\t {2743--2753},\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  keywords =\t {Article, Bandlets, TOP10, ThemeBandlet},\n  pubtype =\t {Article},\n  subject =\t {Bandlets},\n  preprint =\t {Bandlets/2011-SigPro-DLPM.pdf},\n  reprint =\t {Bandlets/2011-SigPro-DLPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2011-SigPro-DLPM.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  hal =\t\t {hal-00321965},\n  arXiv =\t {0809.3092},\n  doi =\t\t {10.1016/j.sigpro.2011.01.013},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bertrand-languille-cohen-robinet-gervais-leroy-bernard-lepennec-etal-europeanresearchplatformipanemaatthesoleilsynchrotronforancientandhistoricalmaterials-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-JSR-BLCRGLBLPJDS.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bertrand-languille-cohen-robinet-gervais-leroy-bernard-lepennec-etal-europeanresearchplatformipanemaatthesoleilsynchrotronforancientandhistoricalmaterials-2011', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-JSR-BLCRGLBLPJDS.pdf', event);\">\n    European research platform IPANEMA at the SOLEIL synchrotron for ancient and historical materials.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bertrand, L.; Languille, M.; Cohen, S.; Robinet, L.; Gervais, C.; Leroy, S.; Bernard, D.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Josse, W.; Doucet, J.;  and Schöder, S.\n</span>\n\n  \n\n</span>\n\n  <i>J. Synchrotron Radiat.</i>, 18(5): 765–772.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-JSR-BLCRGLBLPJDS.pdf\"\n     onclick=\"log_download('bertrand-languille-cohen-robinet-gervais-leroy-bernard-lepennec-etal-europeanresearchplatformipanemaatthesoleilsynchrotronforancientandhistoricalmaterials-2011', 'http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-JSR-BLCRGLBLPJDS.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"European research platform IPANEMA at the SOLEIL synchrotron for ancient and historical materials [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1107/S090904951102334X\"\n     onclick=\"log_download('bertrand-languille-cohen-robinet-gervais-leroy-bernard-lepennec-etal-europeanresearchplatformipanemaatthesoleilsynchrotronforancientandhistoricalmaterials-2011', 'http://doi.org/10.1107/S090904951102334X', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bertrand-languille-cohen-robinet-gervais-leroy-bernard-lepennec-etal-europeanresearchplatformipanemaatthesoleilsynchrotronforancientandhistoricalmaterials-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bertrand-languille-cohen-robinet-gervais-leroy-bernard-lepennec-etal-europeanresearchplatformipanemaatthesoleilsynchrotronforancientandhistoricalmaterials-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{bertrand11:_europ_ipanem_soleil,\n  author =\t {Bertrand, L. and Languille, M.-A. and Cohen, S. and\n                  Robinet, L. and Gervais, C. and Leroy, S. and\n                  Bernard, D.  and Le Pennec, E. and Josse, W. and\n                  Doucet, J. and Schöder, S.},\n  title =\t {European research platform {IPANEMA} at the {SOLEIL}\n                  synchrotron for ancient and historical materials},\n  journal =\t {J. Synchrotron Radiat.},\n  fjournal =\t {Journal of Synchrotron Radiation},\n  year =\t 2011,\n  volume =\t 18,\n  number =\t 5,\n  pages =\t {765--772},\n  reprint =\t {eGMM/2011-JSR-BLCRGLBLPJDS.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/eGMM/2011-JSR-BLCRGLBLPJDS.pdf},\n  reprintok =\t 1,\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  keywords =\t {Article, eGMM, ThemeCond},\n  pubtype =\t {Article},\n  subject =\t {eGMM},\n  lang =\t {English},\n  doi =\t\t {10.1107/S090904951102334X},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"bertin-lepennec-rivoirard-adaptivedantzigdensityestimation-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/L1/2011-AIHPB-BLPR.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bertin-lepennec-rivoirard-adaptivedantzigdensityestimation-2011', 'http://lepennec.perso.math.cnrs.fr/Reprint/L1/2011-AIHPB-BLPR.pdf', event);\">\n    Adaptive Dantzig density estimation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bertin, K.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Rivoirard, V.\n</span>\n\n  \n\n</span>\n\n  <i>Ann. Inst. H. Poincaré Probab. Statist.</i>, 47(1): 43–74.  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/L1/2011-AIHPB-BLPR.pdf\"\n     onclick=\"log_download('bertin-lepennec-rivoirard-adaptivedantzigdensityestimation-2011', 'http://lepennec.perso.math.cnrs.fr/Reprint/L1/2011-AIHPB-BLPR.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adaptive Dantzig density estimation [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1214/09-AIHP351\"\n     onclick=\"log_download('bertin-lepennec-rivoirard-adaptivedantzigdensityestimation-2011', 'http://doi.org/10.1214/09-AIHP351', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bertin-lepennec-rivoirard-adaptivedantzigdensityestimation-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bertin-lepennec-rivoirard-adaptivedantzigdensityestimation-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{bertin10:_adapt_dantiz,\n  author =\t {Bertin, K. and Le Pennec, E. and Rivoirard, V.},\n  title =\t {Adaptive {Dantzig} density estimation},\n  journal =\t {Ann. Inst. H. Poincaré Probab. Statist.},\n  fjournal =\t {Annales de l&#x27;Institut Henri Poincarré. Probabilités\n                  et Statistiques},\n  year =\t 2011,\n  volume =\t 47,\n  number =\t 1,\n  pages =\t {43--74},\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  keywords =\t {Article, L1, ThemeDantzig},\n  pubtype =\t {Article},\n  subject =\t {L1},\n  preprint =\t {L1/2011-AIHPB-BLPR.pdf},\n  reprint =\t {L1/2011-AIHPB-BLPR.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/L1/2011-AIHPB-BLPR.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  hal =\t\t {hal-00381984},\n  arXiv =\t {0905.0884},\n  doi =\t\t {10.1214/09-AIHP351}\n}\n\n%%% 2010\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Technical_report\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Technical_report')\"\n      onkeypress=\"toggleGroup('group_Technical_report')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Technical report</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselectionandapplications-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-arXiv-CLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselectionandapplications-2011', 'http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-arXiv-CLP.pdf', event);\">\n    Conditional Density Estimation by Penalized Likelihood Model Selection and Applications.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cohen, S.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report INRIA,  2011.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-arXiv-CLP.pdf\"\n     onclick=\"log_download('cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselectionandapplications-2011', 'http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-arXiv-CLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Conditional Density Estimation by Penalized Likelihood Model Selection and Applications [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselectionandapplications-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cohen-lepennec-conditionaldensityestimationbypenalizedlikelihoodmodelselectionandapplications-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@TechReport{cohen11:_condit_densit_estim_penal_selec,\n  author =\t {Cohen, S. and Le Pennec, E.},\n  title =\t {Conditional Density Estimation by Penalized\n                  Likelihood Model Selection and Applications},\n  institution =\t {INRIA},\n  year =\t 2011,\n  keywords =\t {TechReport, eGMM, ThemeCond},\n  pubtype =\t {Technical report},\n  subject =\t {eGMM},\n  preprint =\t {eGMM/2011-arXiv-CLP.pdf},\n  url_PDF = {http://lepennec.perso.math.cnrs.fr/Preprint/eGMM/2011-arXiv-CLP.pdf},\n  lang =\t {English},\n  hal =\t\t {inria-00575462},\n  arXiv =\t {1103.2021},\n  inriaRR =\t 7596\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2010\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2010')\"\n      onkeypress=\"toggleGroup('group_2010')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2010</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Article\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Article')\"\n      onkeypress=\"toggleGroup('group_Article')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Article</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"kerkyacharian-kyriazis-lepennec-petrushev-picard-inversionofnoisyradontransformbysvdbasedneedlets-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2010-ACHA-KKLPPP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kerkyacharian-kyriazis-lepennec-petrushev-picard-inversionofnoisyradontransformbysvdbasedneedlets-2010', 'http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2010-ACHA-KKLPPP.pdf', event);\">\n    Inversion of noisy Radon transform by SVD based needlets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kerkyacharian, G.; Kyriazis, G.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Petrushev, P.;  and Picard, D.\n</span>\n\n  \n\n</span>\n\n  <i>Appl. Comput. Harmon. Anal.</i>, 28(1): 24–45.  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2010-ACHA-KKLPPP.pdf\"\n     onclick=\"log_download('kerkyacharian-kyriazis-lepennec-petrushev-picard-inversionofnoisyradontransformbysvdbasedneedlets-2010', 'http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2010-ACHA-KKLPPP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Inversion of noisy Radon transform by SVD based needlets [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.acha.2009.06.001\"\n     onclick=\"log_download('kerkyacharian-kyriazis-lepennec-petrushev-picard-inversionofnoisyradontransformbysvdbasedneedlets-2010', 'http://doi.org/10.1016/j.acha.2009.06.001', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kerkyacharian-kyriazis-lepennec-petrushev-picard-inversionofnoisyradontransformbysvdbasedneedlets-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kerkyacharian-kyriazis-lepennec-petrushev-picard-inversionofnoisyradontransformbysvdbasedneedlets-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article {kerkyacharian10:_inver_radon_svd,\n  AUTHOR =\t {Kerkyacharian, G. and Kyriazis, G. and Le Pennec,\n                  E. and Petrushev, P. and Picard, D.},\n  TITLE =\t {Inversion of noisy {Radon} transform by SVD based\n                  needlets},\n  JOURNAL =\t {Appl. Comput. Harmon. Anal.},\n  FJOURNAL =\t {Applied and Computational Harmonic Analysis},\n  YEAR =\t 2010,\n  VOLUME =\t 28,\n  NUMBER =\t 1,\n  PAGES =\t {24--45},\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  keywords =\t {Article, Needlet, TOP10,ThemeNeedlet},\n  pubtype =\t {Article},\n  subject =\t {Needlet},\n  preprint =\t {Needlet/2010-ACHA-KKLPPP.pdf},\n  reprint =\t {Needlet/2010-ACHA-KKLPPP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Needlet/2010-ACHA-KKLPPP.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  hal =\t\t {hal-00321894},\n  arXiv =\t {0809.3332},\n  doi =\t\t {10.1016/j.acha.2009.06.001},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"autin-lepennec-loubes-rivoirard-maxisetsformodelselection-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Maxiset/2010-CA-ALPLR.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'autin-lepennec-loubes-rivoirard-maxisetsformodelselection-2010', 'http://lepennec.perso.math.cnrs.fr/Reprint/Maxiset/2010-CA-ALPLR.pdf', event);\">\n    Maxisets for Model Selection.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Autin, F.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Loubes, J.;  and Rivoirard, V.\n</span>\n\n  \n\n</span>\n\n  <i>Constr. Approx.</i>, 31(2): 195–229.  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Maxiset/2010-CA-ALPLR.pdf\"\n     onclick=\"log_download('autin-lepennec-loubes-rivoirard-maxisetsformodelselection-2010', 'http://lepennec.perso.math.cnrs.fr/Reprint/Maxiset/2010-CA-ALPLR.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Maxisets for Model Selection [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s00365-009-9062-2\"\n     onclick=\"log_download('autin-lepennec-loubes-rivoirard-maxisetsformodelselection-2010', 'http://doi.org/10.1007/s00365-009-9062-2', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/autin-lepennec-loubes-rivoirard-maxisetsformodelselection-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('autin-lepennec-loubes-rivoirard-maxisetsformodelselection-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article {autin10:_maxis_model_selec_estim,\n  AUTHOR =\t {Autin, F. and Le Pennec, E. and Loubes, J.-M. and\n                  Rivoirard, V.},\n  TITLE =\t {Maxisets for Model Selection},\n  JOURNAL =\t {Constr. Approx.},\n  FJOURNAL =\t {Constructive Approximation},\n  YEAR =\t 2010,\n  VOLUME =\t 31,\n  NUMBER =\t 2,\n  PAGES =\t {195--229},\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  keywords =\t {Article, Maxiset, ThemeMaxiset},\n  pubtype =\t {Article},\n  subject =\t {Maxiset},\n  preprint =\t {Maxiset/2010-CA-ALPLR.pdf},\n  reprint =\t {Maxiset/2010-CA-ALPLR.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Maxiset/2010-CA-ALPLR.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  hal =\t\t {hal-00259253},\n  arXiv =\t {0802.4192},\n  doi =\t\t {10.1007/s00365-009-9062-2}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Copula/2010-JMVA-ALPT.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2010', 'http://lepennec.perso.math.cnrs.fr/Reprint/Copula/2010-JMVA-ALPT.pdf', event);\">\n    Thresholding methods to estimate the copula density.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Autin, F.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Tribouley, K.\n</span>\n\n  \n\n</span>\n\n  <i>J. Multivariate Anal.</i>, 101(1): 200–222.  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Copula/2010-JMVA-ALPT.pdf\"\n     onclick=\"log_download('autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2010', 'http://lepennec.perso.math.cnrs.fr/Reprint/Copula/2010-JMVA-ALPT.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Thresholding methods to estimate the copula density [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.jmva.2009.07.009\"\n     onclick=\"log_download('autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2010', 'http://doi.org/10.1016/j.jmva.2009.07.009', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article {autin10:_thres,\n  AUTHOR =\t {Autin, F. and Le Pennec, E. and Tribouley, K.},\n  TITLE =\t {Thresholding methods to estimate the copula density},\n  JOURNAL =\t {J. Multivariate Anal.},\n  FJOURNAL =\t {Journal of Multivariate Analysis},\n  YEAR =\t 2010,\n  VOLUME =\t 101,\n  NUMBER =\t 1,\n  PAGES =\t {200--222},\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  keywords =\t {Article, Copula, TOP10,ThemeCopula},\n  pubtype =\t {Article},\n  subject =\t {Copula},\n  preprint =\t {Copula/2010-JMVA-ALPT.pdf},\n  reprint =\t {Copula/2010-JMVA-ALPT.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Copula/2010-JMVA-ALPT.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  hal =\t\t {hal-00256197},\n  arXiv =\t {0802.2424},\n  doi =\t\t {10.1016/j.jmva.2009.07.009},\n}\n\n%%% 2009\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2009\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2009')\"\n      onkeypress=\"toggleGroup('group_2009')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2009</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lepennec-salmon-agrgationdestimateurspourledbruitagedimage-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-Sfds-SLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-salmon-agrgationdestimateurspourledbruitagedimage-2009', 'http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-Sfds-SLP.pdf', event);\">\n    Agrégation d'estimateurs pour le débruitage d'image.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Salmon, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Journée de la SFdS</i>, Bordeaux,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-Sfds-SLP.pdf\"\n     onclick=\"log_download('lepennec-salmon-agrgationdestimateurspourledbruitagedimage-2009', 'http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-Sfds-SLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Agrégation d&#x27;estimateurs pour le débruitage d&#x27;image [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-salmon-agrgationdestimateurspourledbruitagedimage-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-salmon-agrgationdestimateurspourledbruitagedimage-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{le09:_agreg,\n  author =\t {Le Pennec, E. and Salmon, J.},\n  title =\t {Agrégation d&#x27;estimateurs pour le débruitage d&#x27;image},\n  booktitle =\t {Journée de la SFdS},\n  year =\t 2009,\n  address =\t {Bordeaux},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, NL-Means, ThemeBandlet},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {NL-Means},\n  preprint =\t {NL-Means/2009-Sfds-SLP.pdf},\n  reprint =\t {NL-Means/2009-Sfds-SLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-Sfds-SLP.pdf},\n  reprintok =\t 1,\n  lang =\t {Francais},\n  hal =\t\t {inria-00386668},\n}\n\n%%% 2008\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"salmon-lepennec-nlmeansandaggregationprocedures-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-ICIP-SLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'salmon-lepennec-nlmeansandaggregationprocedures-2009', 'http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-ICIP-SLP.pdf', event);\">\n    NL-Means and aggregation procedures.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Salmon, J.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>ICIP 09</i>, pages 2977–2980,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-ICIP-SLP.pdf\"\n     onclick=\"log_download('salmon-lepennec-nlmeansandaggregationprocedures-2009', 'http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-ICIP-SLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"NL-Means and aggregation procedures [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICIP.2009.5414512\"\n     onclick=\"log_download('salmon-lepennec-nlmeansandaggregationprocedures-2009', 'http://doi.org/10.1109/ICIP.2009.5414512', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/salmon-lepennec-nlmeansandaggregationprocedures-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('salmon-lepennec-nlmeansandaggregationprocedures-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{salmon09:_nl_means,\n  author =\t {Salmon, J. and Le Pennec, E.},\n  title =\t {{NL-Means} and aggregation procedures},\n  booktitle =\t {ICIP 09},\n  pages =\t {2977--2980},\n  year =\t 2009,\n  adress =\t {Cairo},\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Proceedings, NL-Means, ThemeAggreg},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {NL-Means},\n  preprint =\t {NL-Means/2009-ICIP-SLP.pdf},\n  reprint =\t {NL-Means/2009-ICIP-SLP.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-ICIP-SLP.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  doi =\t\t {10.1109/ICIP.2009.5414512}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lepennec-salmon-anaggregatorpointofviewonnlmeans-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-SPIE-LPS.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-salmon-anaggregatorpointofviewonnlmeans-2009', 'http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-SPIE-LPS.pdf', event);\">\n    An aggregator point of view on NL-Means.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Salmon, J.\n</span>\n\n  \n\n</span>\n\n  In <i>SPIE Wavelet XIII 09</i>, San Diego,  2009. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-SPIE-LPS.pdf\"\n     onclick=\"log_download('lepennec-salmon-anaggregatorpointofviewonnlmeans-2009', 'http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-SPIE-LPS.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"An aggregator point of view on NL-Means [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1117/12.826881\"\n     onclick=\"log_download('lepennec-salmon-anaggregatorpointofviewonnlmeans-2009', 'http://doi.org/10.1117/12.826881', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-salmon-anaggregatorpointofviewonnlmeans-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-salmon-anaggregatorpointofviewonnlmeans-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{le09:_nl_means,\n  author =\t {Le Pennec, E. and Salmon, J.},\n  title =\t {An aggregator point of view on {NL-Means}},\n  booktitle =\t {SPIE Wavelet XIII 09},\n  year =\t 2009,\n  address =\t {San Diego},\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Proceedings, NL-Means, ThemeAggreg},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {NL-Means},\n  preprint =\t {NL-Means/2009-SPIE-LPS.pdf},\n  reprint =\t {NL-Means/2009-SPIE-LPS.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/NL-Means/2009-SPIE-LPS.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  doi =\t\t {10.1117/12.826881}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2008\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2008')\"\n      onkeypress=\"toggleGroup('group_2008')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2008</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Technical_report\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Technical_report')\"\n      onkeypress=\"toggleGroup('group_Technical_report')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Technical report</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Copula/2008-arXiv-ALPT.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2008', 'http://lepennec.perso.math.cnrs.fr/Preprint/Copula/2008-arXiv-ALPT.pdf', event);\">\n    Thresholding methods to estimate the copula density.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Autin, F.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Tribouley, K.\n</span>\n\n  \n\n</span>\n\n  Technical Report LPMA,  2008.\n  <span class=\"note\">Extended version arXiv:0802.2424</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Copula/2008-arXiv-ALPT.pdf\"\n     onclick=\"log_download('autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2008', 'http://lepennec.perso.math.cnrs.fr/Preprint/Copula/2008-arXiv-ALPT.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Thresholding methods to estimate the copula density [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('autin-lepennec-tribouley-thresholdingmethodstoestimatethecopuladensity-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@TechReport{autin08:_thres,\n  author =\t {Autin, F. and Le Pennec, E. and Tribouley, K.},\n  title =\t {Thresholding methods to estimate the copula density},\n  institution =\t {LPMA},\n  note =\t {Extended version arXiv:0802.2424},\n  year =\t 2008,\n  keywords =\t {TechReport, Copula},\n  pubtype =\t {Technical report},\n  subject =\t {Copula},\n  preprint =\t {Copula/2008-arXiv-ALPT.pdf},\n  url_PDF = {http://lepennec.perso.math.cnrs.fr/Preprint/Copula/2008-arXiv-ALPT.pdf},\n  lang =\t {English},\n  arXiv =\t {0802.2424},\n}\n\n%%% 2007\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2007\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2007')\"\n      onkeypress=\"toggleGroup('group_2007')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2007</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lepennec-dossal-peyr-mallat-dbruitagegomtriquedimagedansdesbasesorthonormesdebandelettes-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-GRETSI-LPDPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-dossal-peyr-mallat-dbruitagegomtriquedimagedansdesbasesorthonormesdebandelettes-2007', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-GRETSI-LPDPM.pdf', event);\">\n    Débruitage géométrique d'image dans des bases orthonormées de bandelettes.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Dossal, C.; Peyré, G.;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n  In <i>GRETSI 07</i>, Troyes,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-GRETSI-LPDPM.pdf\"\n     onclick=\"log_download('lepennec-dossal-peyr-mallat-dbruitagegomtriquedimagedansdesbasesorthonormesdebandelettes-2007', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-GRETSI-LPDPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Débruitage géométrique d&#x27;image dans des bases orthonormées de bandelettes [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-dossal-peyr-mallat-dbruitagegomtriquedimagedansdesbasesorthonormesdebandelettes-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-dossal-peyr-mallat-dbruitagegomtriquedimagedansdesbasesorthonormesdebandelettes-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{dossal07:_debruit,\n  author =\t {Le Pennec, E. and Dossal, Ch. and Peyré, G. and\n                  Mallat, S. },\n  title =\t {Débruitage géométrique d&#x27;image dans des bases\n                  orthonormées de bandelettes},\n  booktitle =\t {GRETSI 07},\n  year =\t 2007,\n  address =\t {Troyes},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, Bandlets, ThemeBandlet},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {Bandlets},\n  preprint =\t {Bandlets/2007-GRETSI-LPDPM.pdf},\n  reprint =\t {Bandlets/2007-GRETSI-LPDPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-GRETSI-LPDPM.pdf},\n  reprintok =\t 1,\n  lang =\t {Francais},\n  hal =\t\t {hal-00365965},\n}\n\n%%% 2006\n\n%%% 2005\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"peyr-lepennec-dossal-mallat-geometricalimageestimationwithorthogonalbandletsbases-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-SPIE-PLPDM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'peyr-lepennec-dossal-mallat-geometricalimageestimationwithorthogonalbandletsbases-2007', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-SPIE-PLPDM.pdf', event);\">\n    Geometrical Image Estimation with Orthogonal Bandlets Bases.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Peyré, G.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>; Dossal, C.;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n  In <i>SPIE Wavelet XII 07</i>, San Diego,  2007. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-SPIE-PLPDM.pdf\"\n     onclick=\"log_download('peyr-lepennec-dossal-mallat-geometricalimageestimationwithorthogonalbandletsbases-2007', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-SPIE-PLPDM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Geometrical Image Estimation with Orthogonal Bandlets Bases [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1117/12.731227\"\n     onclick=\"log_download('peyr-lepennec-dossal-mallat-geometricalimageestimationwithorthogonalbandletsbases-2007', 'http://doi.org/10.1117/12.731227', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/peyr-lepennec-dossal-mallat-geometricalimageestimationwithorthogonalbandletsbases-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('peyr-lepennec-dossal-mallat-geometricalimageestimationwithorthogonalbandletsbases-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{dossal07:_geomet_image_estim_orthog_bandl_bases,\n  author =\t {Peyré, G. and Le Pennec, E. and Dossal, Ch. and\n                  Mallat, S. },\n  title =\t {Geometrical Image Estimation with Orthogonal\n                  Bandlets Bases},\n  booktitle =\t {SPIE Wavelet XII 07},\n  year =\t 2007,\n  address =\t {San Diego},\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Proceedings, Bandlets, ThemeBandlet},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Bandlets},\n  preprint =\t {Bandlets/2007-SPIE-PLPDM.pdf},\n  reprint =\t {Bandlets/2007-SPIE-PLPDM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2007-SPIE-PLPDM.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  hal =\t\t {hal-00365606},\n  doi =\t\t {10.1117/12.731227}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2005\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2005')\"\n      onkeypress=\"toggleGroup('group_2005')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2005</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Article\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Article')\"\n      onkeypress=\"toggleGroup('group_Article')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Article</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lepennec-mallat-sparsegeometricalimagerepresentationwithbandelets-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-IEEE_TIP-LPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-mallat-sparsegeometricalimagerepresentationwithbandelets-2005', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-IEEE_TIP-LPM.pdf', event);\">\n    Sparse Geometrical Image Representation with Bandelets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Trans. Image Process.</i>, 14(4): 423–438.  2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-IEEE_TIP-LPM.pdf\"\n     onclick=\"log_download('lepennec-mallat-sparsegeometricalimagerepresentationwithbandelets-2005', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-IEEE_TIP-LPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Sparse Geometrical Image Representation with Bandelets [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TIP.2005.843753\"\n     onclick=\"log_download('lepennec-mallat-sparsegeometricalimagerepresentationwithbandelets-2005', 'http://doi.org/10.1109/TIP.2005.843753', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-mallat-sparsegeometricalimagerepresentationwithbandelets-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-mallat-sparsegeometricalimagerepresentationwithbandelets-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{le05:_spars_geomet_image_repres_bandel,\n  author =\t {Le Pennec, E. and Mallat, S.},\n  title =\t {Sparse Geometrical Image Representation with\n                  Bandelets},\n  journal =\t {IEEE Trans. Image Process.},\n  fjournal =\t {IEEE Transactions on Image Processing},\n  year =\t 2005,\n  volume =\t 14,\n  number =\t 4,\n  pages =\t {423--438},\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  keywords =\t {Article, Bandlets, ThemeBandlet},\n  pubtype =\t {Article},\n  subject =\t {Bandlets},\n  preprint =\t {Bandlets/2005-IEEE_TIP-LPM.pdf},\n  reprint =\t {Bandlets/2005-IEEE_TIP-LPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-IEEE_TIP-LPM.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  doi =\t\t {10.1109/TIP.2005.843753},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lepennec-mallat-bandeletimageapproximationandcompression-2005\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-MMS-LPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-mallat-bandeletimageapproximationandcompression-2005', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-MMS-LPM.pdf', event);\">\n    Bandelet Image Approximation and Compression.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n  <i>Multiscale Model. Sim.</i>, 4(3): 992–1039.  2005.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-MMS-LPM.pdf\"\n     onclick=\"log_download('lepennec-mallat-bandeletimageapproximationandcompression-2005', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-MMS-LPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bandelet Image Approximation and Compression [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1137/040619454\"\n     onclick=\"log_download('lepennec-mallat-bandeletimageapproximationandcompression-2005', 'http://doi.org/10.1137/040619454', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-mallat-bandeletimageapproximationandcompression-2005\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-mallat-bandeletimageapproximationandcompression-2005')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Article{le05:_bandel_image_approx_compr,\n  author =\t {Le Pennec, E. and Mallat, S.},\n  title =\t {Bandelet Image Approximation and Compression},\n  journal =\t {Multiscale Model. Sim.},\n  fjournal =\t {Multiscale Modeling and Simulation},\n  year =\t 2005,\n  volume =\t 4,\n  number =\t 3,\n  pages =\t {992--1039},\n  x-editorial-board ={yes},\n  x-international-audience ={yes},\n  keywords =\t {Article, Bandlets, TOP10, ThemeBandlet,\n                  ThemeBandlet},\n  pubtype =\t {Article},\n  subject =\t {Bandlets},\n  preprint =\t {Bandlets/2005-MMS-LPM.pdf},\n  reprint =\t {Bandlets/2005-MMS-LPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2005-MMS-LPM.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  doi =\t\t {10.1137/040619454}\n}\n\n%%% 2004\n\n\n%%% 2003\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2003\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2003')\"\n      onkeypress=\"toggleGroup('group_2003')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2003</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lepennec-mallat-bandelettesetreprsentationgomtriquedesimages-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-GRETSI-LPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-mallat-bandelettesetreprsentationgomtriquedesimages-2003', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-GRETSI-LPM.pdf', event);\">\n    Bandelettes et représentation géométrique des images.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n  In <i>GRETSI 03</i>, Paris,  2003. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-GRETSI-LPM.pdf\"\n     onclick=\"log_download('lepennec-mallat-bandelettesetreprsentationgomtriquedesimages-2003', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-GRETSI-LPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bandelettes et représentation géométrique des images [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-mallat-bandelettesetreprsentationgomtriquedesimages-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-mallat-bandelettesetreprsentationgomtriquedesimages-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{le03:_bandel,\n  author =\t {Le Pennec, E. and Mallat, S.},\n  title =\t {Bandelettes et représentation géométrique des\n                  images},\n  booktitle =\t {GRETSI 03},\n  year =\t 2003,\n  address =\t {Paris},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, Bandlets, ThemeBandlet},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {Bandlets},\n  pdf =\n                  {http://www.math.jussieu.fr/~lepennec/papers/gretsi03.pdf},\n  preprint =\t {Bandlets/2003-GRETSI-LPM.pdf},\n  reprint =\t {Bandlets/2003-GRETSI-LPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-GRETSI-LPM.pdf},\n  reprintok =\t 1,\n  lang =\t {Francais}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lepennec-mallat-geometricalimagecompressionwithbandelets-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-VCIP-LPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-mallat-geometricalimagecompressionwithbandelets-2003', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-VCIP-LPM.pdf', event);\">\n    Geometrical Image Compression with Bandelets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n  In <i>VCIP 03</i>, Lugano,  2003. \n  <span class=\"note\">Special Session</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-VCIP-LPM.pdf\"\n     onclick=\"log_download('lepennec-mallat-geometricalimagecompressionwithbandelets-2003', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-VCIP-LPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Geometrical Image Compression with Bandelets [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1117/12.509904\"\n     onclick=\"log_download('lepennec-mallat-geometricalimagecompressionwithbandelets-2003', 'http://doi.org/10.1117/12.509904', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-mallat-geometricalimagecompressionwithbandelets-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-mallat-geometricalimagecompressionwithbandelets-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{le03:_geomet_image_compr_bandel,\n  author =\t {Le Pennec, E. and Mallat, S.},\n  title =\t {Geometrical Image Compression with Bandelets},\n  booktitle =\t {VCIP 03},\n  year =\t 2003,\n  note =\t {Special Session},\n  address =\t {Lugano},\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  x-invited-conference ={yes},\n  keywords =\t {Proceedings, Bandlets, ThemeBandlet},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Bandlets},\n  preprint =\t {Bandlets/2003-VCIP-LPM.pdf},\n  reprint =\t {Bandlets/2003-VCIP-LPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2003-VCIP-LPM.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  doi =\t\t {10.1117/12.509904}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Technical_report\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Technical_report')\"\n      onkeypress=\"toggleGroup('group_Technical_report')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Technical report</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"bernard-lepennec-adaptationofregulargridfilteringstoirregulargrids-2003\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Bandlets/2003-CMAP-BLP.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bernard-lepennec-adaptationofregulargridfilteringstoirregulargrids-2003', 'http://lepennec.perso.math.cnrs.fr/Preprint/Bandlets/2003-CMAP-BLP.pdf', event);\">\n    Adaptation of regular grid filterings to irregular grids.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bernard, C.;  and <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report CMAP,  2003.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Preprint/Bandlets/2003-CMAP-BLP.pdf\"\n     onclick=\"log_download('bernard-lepennec-adaptationofregulargridfilteringstoirregulargrids-2003', 'http://lepennec.perso.math.cnrs.fr/Preprint/Bandlets/2003-CMAP-BLP.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Adaptation of regular grid filterings to irregular grids [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bernard-lepennec-adaptationofregulargridfilteringstoirregulargrids-2003\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bernard-lepennec-adaptationofregulargridfilteringstoirregulargrids-2003')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@TechReport{bernard03:_adapt,\n  author =\t {Bernard, Ch. and Le Pennec, E.},\n  title =\t {Adaptation of regular grid filterings to irregular\n                  grids},\n  institution =\t {CMAP},\n  year =\t 2003,\n  keywords =\t {TechReport},\n  pubtype =\t {Technical report},\n  preprint =\t {Bandlets/2003-CMAP-BLP.pdf},\n  url_PDF = {http://lepennec.perso.math.cnrs.fr/Preprint/Bandlets/2003-CMAP-BLP.pdf},\n  lang =\t {English}\n}\n\n%%% 2002\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2002\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2002')\"\n      onkeypress=\"toggleGroup('group_2002')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2002</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Patent\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Patent')\"\n      onkeypress=\"toggleGroup('group_Patent')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Patent</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"bernard-kalifa-lepennec-mallat-methodandapparatusforprocessingorcompressingndimensionalsignalswithwarpedwaveletspacketsandbandelets-2002\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2006-BKLPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'bernard-kalifa-lepennec-mallat-methodandapparatusforprocessingorcompressingndimensionalsignalswithwarpedwaveletspacketsandbandelets-2002', 'http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2006-BKLPM.pdf', event);\">\n    Method and apparatus for processing or compressing n-dimensional signals with warped wavelets packets and bandelets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Bernard, C.; Kalifa, J.; <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n   2002.<!-- NOTE FROM BIBBASE: This entry has an invalid bibtex entry type: patent. Therefore, we don't know how to render it properly. Please consider fixing this. -->\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2006-BKLPM.pdf\"\n     onclick=\"log_download('bernard-kalifa-lepennec-mallat-methodandapparatusforprocessingorcompressingndimensionalsignalswithwarpedwaveletspacketsandbandelets-2002', 'http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2006-BKLPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Method and apparatus for processing or compressing n-dimensional signals with warped wavelets packets and bandelets [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/bernard-kalifa-lepennec-mallat-methodandapparatusforprocessingorcompressingndimensionalsignalswithwarpedwaveletspacketsandbandelets-2002\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('bernard-kalifa-lepennec-mallat-methodandapparatusforprocessingorcompressingndimensionalsignalswithwarpedwaveletspacketsandbandelets-2002')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Patent{bernard02:_method,\n  author =\t {Bernard, Ch. and Kalifa, J. and Le Pennec, E. and\n                  Mallat, S.},\n  title =\t {Method and apparatus for processing or compressing\n                  n-dimensional signals with warped wavelets packets\n                  and bandelets},\n  year =\t 2002,\n  number =\t {PCT/EP02/14903},\n  keywords =\t {Patent},\n  pubtype =\t {Patent},\n  reprint =\t {Patent/2006-BKLPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2006-BKLPM.pdf},\n  reprintok =\t 1,\n  lang =\t {English}\n}\n\n%%% 2001\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2001\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2001')\"\n      onkeypress=\"toggleGroup('group_2001')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2001</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Actes_de_conf_rence_nationale\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      onkeypress=\"toggleGroup('group_Actes_de_conf_rence_nationale')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Actes de conférence nationale</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lepennec-mallat-reprsentationdimageparbandelettesetapplicationlacompression-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-GRETSI-LPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-mallat-reprsentationdimageparbandelettesetapplicationlacompression-2001', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-GRETSI-LPM.pdf', event);\">\n    Représentation d'image par bandelettes et application à la compression.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n  In <i>GRETSI 01</i>, Toulouse,  2001. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-GRETSI-LPM.pdf\"\n     onclick=\"log_download('lepennec-mallat-reprsentationdimageparbandelettesetapplicationlacompression-2001', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-GRETSI-LPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Représentation d&#x27;image par bandelettes et application à la compression [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-mallat-reprsentationdimageparbandelettesetapplicationlacompression-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-mallat-reprsentationdimageparbandelettesetapplicationlacompression-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{le01:_repre,\n  author =\t {Le Pennec, E. and Mallat, S.},\n  title =\t {Représentation d&#x27;image par bandelettes et\n                  application à la compression},\n  booktitle =\t {GRETSI 01},\n  year =\t 2001,\n  address =\t {Toulouse},\n  x-international-audience ={no},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Actes, Bandlets, ThemeBandlet},\n  pubtype =\t {Actes de conférence nationale},\n  subject =\t {Bandlets},\n  preprint =\t {Bandlets/2001-GRETSI-LPM.pdf},\n  reprint =\t {Bandlets/2001-GRETSI-LPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-GRETSI-LPM.pdf},\n  reprintok =\t 1,\n  lang =\t {Francais}\n}\n\n%%% 2000\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Patent\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Patent')\"\n      onkeypress=\"toggleGroup('group_Patent')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Patent</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lepennec-mallat-methodandapparatusforprocessingorcompressingndimensionalsignalsbyfovealfilteringalongtrajectories-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2004-LPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-mallat-methodandapparatusforprocessingorcompressingndimensionalsignalsbyfovealfilteringalongtrajectories-2001', 'http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2004-LPM.pdf', event);\">\n    Method and apparatus for processing or compressing n-dimensional signals by foveal filtering along trajectories.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n   2001.<!-- NOTE FROM BIBBASE: This entry has an invalid bibtex entry type: patent. Therefore, we don't know how to render it properly. Please consider fixing this. -->\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2004-LPM.pdf\"\n     onclick=\"log_download('lepennec-mallat-methodandapparatusforprocessingorcompressingndimensionalsignalsbyfovealfilteringalongtrajectories-2001', 'http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2004-LPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Method and apparatus for processing or compressing n-dimensional signals by foveal filtering along trajectories [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-mallat-methodandapparatusforprocessingorcompressingndimensionalsignalsbyfovealfilteringalongtrajectories-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-mallat-methodandapparatusforprocessingorcompressingndimensionalsignalsbyfovealfilteringalongtrajectories-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@Patent{le01:_method,\n  author =\t {Le Pennec, E. and Mallat, S.},\n  title =\t {Method and apparatus for processing or compressing\n                  n-dimensional signals by foveal filtering along\n                  trajectories},\n  year =\t 2001,\n  number =\t {09/834,587},\n  keywords =\t {Patent,TOP10},\n  pubtype =\t {Patent},\n  reprint =\t {Patent/2004-LPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Patent/2004-LPM.pdf},\n  reprintok =\t 1,\n  lang =\t {English}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lepennec-mallat-bandeletrepresentationsforimagecompression-2001\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-ICIP-LPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-mallat-bandeletrepresentationsforimagecompression-2001', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-ICIP-LPM.pdf', event);\">\n    Bandelet Representations for Image Compression.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n  In <i>ICIP 01</i>, Thessaloniki,  2001. \n  <span class=\"note\">Special Session</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-ICIP-LPM.pdf\"\n     onclick=\"log_download('lepennec-mallat-bandeletrepresentationsforimagecompression-2001', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-ICIP-LPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Bandelet Representations for Image Compression [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICIP.2001.958939\"\n     onclick=\"log_download('lepennec-mallat-bandeletrepresentationsforimagecompression-2001', 'http://doi.org/10.1109/ICIP.2001.958939', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-mallat-bandeletrepresentationsforimagecompression-2001\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-mallat-bandeletrepresentationsforimagecompression-2001')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{le01:_bandel_repres_image_compr,\n  author =\t {Le Pennec, E. and Mallat, S.},\n  title =\t {Bandelet Representations for Image Compression},\n  booktitle =\t {ICIP 01},\n  year =\t 2001,\n  address =\t {Thessaloniki},\n  note =\t {Special Session},\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  x-invited-conference ={yes},\n  keywords =\t {Proceedings, Bandlets, ThemeBandlet},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Bandlets},\n  preprint =\t {Bandlets/2001-ICIP-LPM.pdf},\n  reprint =\t {Bandlets/2001-ICIP-LPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2001-ICIP-LPM.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  doi =\t\t {10.1109/ICIP.2001.958939}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2000\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2000')\"\n      onkeypress=\"toggleGroup('group_2000')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2000</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_group_whole\" id=\"group_Proceedings_of_international_conference\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      onkeypress=\"toggleGroup('group_Proceedings_of_international_conference')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>Proceedings of international conference</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lepennec-mallat-imagecompressionwithgeometricalwavelets-2000\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2000-ICIP-LPM.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lepennec-mallat-imagecompressionwithgeometricalwavelets-2000', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2000-ICIP-LPM.pdf', event);\">\n    Image Compression with Geometrical Wavelets.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"http://www.cmap.polytechnique.fr/~lepennec/en/previous-research-theme/egmm/\">Le Pennec, E.</a>;  and Mallat, S.\n</span>\n\n  \n\n</span>\n\n  In <i>ICIP 00</i>, Vancouver,  2000. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2000-ICIP-LPM.pdf\"\n     onclick=\"log_download('lepennec-mallat-imagecompressionwithgeometricalwavelets-2000', 'http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2000-ICIP-LPM.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Image Compression with Geometrical Wavelets [pdf]\"\n       title=\" pdf\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> pdf</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICIP.2000.901045\"\n     onclick=\"log_download('lepennec-mallat-imagecompressionwithgeometricalwavelets-2000', 'http://doi.org/10.1109/ICIP.2000.901045', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lepennec-mallat-imagecompressionwithgeometricalwavelets-2000\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lepennec-mallat-imagecompressionwithgeometricalwavelets-2000')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@InProceedings{le00:_image_compr_geomet_wavel,\n  author =\t {Le Pennec, E. and Mallat, S.},\n  title =\t {Image Compression with Geometrical Wavelets},\n  booktitle =\t {ICIP 00},\n  year =\t 2000,\n  address =\t {Vancouver},\n  x-international-audience ={yes},\n  x-proceedings ={yes},\n  x-invited-conference ={no},\n  keywords =\t {Proceedings, Bandlets, ThemeBandlet},\n  pubtype =\t {Proceedings of international conference},\n  subject =\t {Bandlets},\n  preprint =\t {Bandlets/2000-ICIP-LPM.pdf},\n  reprint =\t {Bandlets/2000-ICIP-LPM.pdf},\n  url_PDF =\n                  {http://lepennec.perso.math.cnrs.fr/Reprint/Bandlets/2000-ICIP-LPM.pdf},\n  reprintok =\t 1,\n  lang =\t {English},\n  doi =\t\t {10.1109/ICIP.2000.901045},\n}\n\n%%% 1999\n\n%%% 1998\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; 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