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\":\"https://bibbase.org/network/files/HMotKTKBWHRi9cuar\",\"jsonp\":\"1\",\"noBootstrap\":\"1\",\"host\":\"bibbase.org\",\"ssl\":false},\n      data: [{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"No prejudice! fair federated graph neural networks for personalized recommendation\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Agrawal\"],\"firstnames\":[\"Nimesh\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Sirohi\"],\"firstnames\":[\"Anuj\",\"Kumar\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"firstnames\":[],\"propositions\":[],\"lastnames\":[\"others\"],\"suffixes\":[]}],\"booktitle\":\"Proceedings of the AAAI Conference on Artificial Intelligence\",\"volume\":\"38\",\"number\":\"10\",\"pages\":\"10775–10783\",\"year\":\"2024\",\"bibtex\":\"@inproceedings{agrawal2024no,\\r\\n  title={No prejudice! fair federated graph neural networks for personalized recommendation},\\r\\n  author={Agrawal, Nimesh and Sirohi, Anuj Kumar and Kumar, Sandeep and others},\\r\\n  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},\\r\\n  volume={38},\\r\\n  number={10},\\r\\n  pages={10775--10783},\\r\\n  year={2024}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Agrawal, N.\",\"Sirohi, A. K.\",\"Kumar, S.\",\"others\"],\"key\":\"agrawal2024no\",\"id\":\"agrawal2024no\",\"bibbaseid\":\"agrawal-sirohi-kumar-others-noprejudicefairfederatedgraphneuralnetworksforpersonalizedrecommendation-2024\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"A unified framework for optimization-based graph coarsening\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Manoj\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Sharma\"],\"firstnames\":[\"Anurag\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]}],\"journal\":\"Journal of Machine Learning Research\",\"volume\":\"24\",\"number\":\"118\",\"pages\":\"1–50\",\"year\":\"2023\",\"bibtex\":\"@article{kumar2023unified,\\r\\n  title={A unified framework for optimization-based graph coarsening},\\r\\n  author={Kumar, Manoj and Sharma, Anurag and Kumar, Sandeep},\\r\\n  journal={Journal of Machine Learning Research},\\r\\n  volume={24},\\r\\n  number={118},\\r\\n  pages={1--50},\\r\\n  year={2023}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, M.\",\"Sharma, A.\",\"Kumar, S.\"],\"key\":\"kumar2023unified\",\"id\":\"kumar2023unified\",\"bibbaseid\":\"kumar-sharma-kumar-aunifiedframeworkforoptimizationbasedgraphcoarsening-2023\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Featured graph coarsening with similarity guarantees\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Manoj\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Sharma\"],\"firstnames\":[\"Anurag\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Saxena\"],\"firstnames\":[\"Shashwat\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]}],\"booktitle\":\"International Conference on Machine Learning\",\"pages\":\"17953–17975\",\"year\":\"2023\",\"organization\":\"PMLR\",\"bibtex\":\"@inproceedings{kumar2023featured,\\r\\n  title={Featured graph coarsening with similarity guarantees},\\r\\n  author={Kumar, Manoj and Sharma, Anurag and Saxena, Shashwat and Kumar, Sandeep},\\r\\n  booktitle={International Conference on Machine Learning},\\r\\n  pages={17953--17975},\\r\\n  year={2023},\\r\\n  organization={PMLR}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, M.\",\"Sharma, A.\",\"Saxena, S.\",\"Kumar, S.\"],\"key\":\"kumar2023featured\",\"id\":\"kumar2023featured\",\"bibbaseid\":\"kumar-sharma-saxena-kumar-featuredgraphcoarseningwithsimilarityguarantees-2023\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Transition in Human Brain Via Eigenspace of Spatiotemporal Graph\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Dev\"],\"firstnames\":[\"Raghav\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gandhi\"],\"firstnames\":[\"Tapan\"],\"suffixes\":[]}],\"journal\":\"IEEE Sensor Letters\",\"year\":\"2023\",\"bibtex\":\"@article{dev2023transition,\\r\\n  title={Transition in Human Brain Via Eigenspace of Spatiotemporal Graph},\\r\\n  author={Dev, Raghav and Kumar, Sandeep and Gandhi, Tapan},\\r\\n  journal={IEEE Sensor Letters},\\r\\n  year={2023}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Dev, R.\",\"Kumar, S.\",\"Gandhi, T.\"],\"key\":\"dev2023transition\",\"id\":\"dev2023transition\",\"bibbaseid\":\"dev-kumar-gandhi-transitioninhumanbrainviaeigenspaceofspatiotemporalgraph-2023\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Robust and globally sparse Pca via majorization-minimization and variable splitting\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Brehier\"],\"firstnames\":[\"Hugo\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Breloy\"],\"firstnames\":[\"Arnaud\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"El\",\"Korso\"],\"firstnames\":[\"Mohammed\",\"Nabil\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]}],\"booktitle\":\"ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)\",\"pages\":\"1–5\",\"year\":\"2023\",\"organization\":\"IEEE\",\"bibtex\":\"@inproceedings{brehier2023robust,\\r\\n  title={Robust and globally sparse Pca via majorization-minimization and variable splitting},\\r\\n  author={Brehier, Hugo and Breloy, Arnaud and El Korso, Mohammed Nabil and Kumar, Sandeep},\\r\\n  booktitle={ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\\r\\n  pages={1--5},\\r\\n  year={2023},\\r\\n  organization={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Brehier, H.\",\"Breloy, A.\",\"El Korso, M. N.\",\"Kumar, S.\"],\"key\":\"brehier2023robust\",\"id\":\"brehier2023robust\",\"bibbaseid\":\"brehier-breloy-elkorso-kumar-robustandgloballysparsepcaviamajorizationminimizationandvariablesplitting-2023\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Does Spatial Location of The Electrodes in EEG Matter for Tracking the Brain States?\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Dev\"],\"firstnames\":[\"Raghav\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gandhi\"],\"firstnames\":[\"Tapan\",\"Kumar\"],\"suffixes\":[]}],\"booktitle\":\"2023 National Conference on Communications (NCC)\",\"pages\":\"1–5\",\"year\":\"2023\",\"organization\":\"IEEE\",\"bibtex\":\"@inproceedings{dev2023does,\\r\\n  title={Does Spatial Location of The Electrodes in EEG Matter for Tracking the Brain States?},\\r\\n  author={Dev, Raghav and Kumar, Sandeep and Gandhi, Tapan Kumar},\\r\\n  booktitle={2023 National Conference on Communications (NCC)},\\r\\n  pages={1--5},\\r\\n  year={2023},\\r\\n  organization={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Dev, R.\",\"Kumar, S.\",\"Gandhi, T. K.\"],\"key\":\"dev2023does\",\"id\":\"dev2023does\",\"bibbaseid\":\"dev-kumar-gandhi-doesspatiallocationoftheelectrodesineegmatterfortrackingthebrainstates-2023\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Free Lunch for Privacy Preserving Distributed Graph Learning\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Agrawal\"],\"firstnames\":[\"Nimesh\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Malik\"],\"firstnames\":[\"Nikita\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]}],\"journal\":\"arXiv preprint arXiv:2305.10869\",\"year\":\"2023\",\"bibtex\":\"@article{agrawal2023free,\\r\\n  title={Free Lunch for Privacy Preserving Distributed Graph Learning},\\r\\n  author={Agrawal, Nimesh and Malik, Nikita and Kumar, Sandeep},\\r\\n  journal={arXiv preprint arXiv:2305.10869},\\r\\n  year={2023}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Agrawal, N.\",\"Malik, N.\",\"Kumar, S.\"],\"key\":\"agrawal2023free\",\"id\":\"agrawal2023free\",\"bibbaseid\":\"agrawal-malik-kumar-freelunchforprivacypreservingdistributedgraphlearning-2023\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Fault detection and isolation of multi-variate time series data using spectral weighted graph auto-encoders\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Goswami\"],\"firstnames\":[\"Umang\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rani\"],\"firstnames\":[\"Jyoti\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kodamana\"],\"firstnames\":[\"Hariprasad\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Tamboli\"],\"firstnames\":[\"Prakash\",\"Kumar\"],\"suffixes\":[]}],\"journal\":\"Journal of the Franklin Institute\",\"volume\":\"360\",\"number\":\"10\",\"pages\":\"6783–6803\",\"year\":\"2023\",\"publisher\":\"Elsevier\",\"bibtex\":\"@article{goswami2023fault,\\r\\n  title={Fault detection and isolation of multi-variate time series data using spectral weighted graph auto-encoders},\\r\\n  author={Goswami, Umang and Rani, Jyoti and Kodamana, Hariprasad and Kumar, Sandeep and Tamboli, Prakash Kumar},\\r\\n  journal={Journal of the Franklin Institute},\\r\\n  volume={360},\\r\\n  number={10},\\r\\n  pages={6783--6803},\\r\\n  year={2023},\\r\\n  publisher={Elsevier}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Goswami, U.\",\"Rani, J.\",\"Kodamana, H.\",\"Kumar, S.\",\"Tamboli, P. K.\"],\"key\":\"goswami2023fault\",\"id\":\"goswami2023fault\",\"bibbaseid\":\"goswami-rani-kodamana-kumar-tamboli-faultdetectionandisolationofmultivariatetimeseriesdatausingspectralweightedgraphautoencoders-2023\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Graph of circuits with GNN for exploring the optimal design space\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Shahane\"],\"firstnames\":[\"Aditya\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Swapna\",\"Manjiri\"],\"firstnames\":[\"Saripilli\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Jain\"],\"firstnames\":[\"Ankesh\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]}],\"journal\":\"Advances in Neural Information Processing Systems\",\"volume\":\"36\",\"pages\":\"6014–6025\",\"year\":\"2023\",\"bibtex\":\"@article{shahane2023graph,\\r\\n  title={Graph of circuits with GNN for exploring the optimal design space},\\r\\n  author={Shahane, Aditya and Swapna Manjiri, Saripilli and Jain, Ankesh and Kumar, Sandeep},\\r\\n  journal={Advances in Neural Information Processing Systems},\\r\\n  volume={36},\\r\\n  pages={6014--6025},\\r\\n  year={2023}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Shahane, A.\",\"Swapna Manjiri, S.\",\"Jain, A.\",\"Kumar, S.\"],\"key\":\"shahane2023graph\",\"id\":\"shahane2023graph\",\"bibbaseid\":\"shahane-swapnamanjiri-jain-kumar-graphofcircuitswithgnnforexploringtheoptimaldesignspace-2023\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Robustifying GNN via weighted laplacian\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Runwal\"],\"firstnames\":[\"Bharat\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"firstnames\":[],\"propositions\":[],\"lastnames\":[\"others\"],\"suffixes\":[]}],\"booktitle\":\"2022 IEEE International Conference on Signal Processing and Communications (SPCOM)\",\"pages\":\"1–5\",\"year\":\"2022\",\"organization\":\"IEEE\",\"bibtex\":\"@inproceedings{runwal2022robustifying,\\r\\n  title={Robustifying GNN via weighted laplacian},\\r\\n  author={Runwal, Bharat and Kumar, Sandeep and others},\\r\\n  booktitle={2022 IEEE International Conference on Signal Processing and Communications (SPCOM)},\\r\\n  pages={1--5},\\r\\n  year={2022},\\r\\n  organization={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Runwal, B.\",\"Kumar, S.\",\"others\"],\"key\":\"runwal2022robustifying\",\"id\":\"runwal2022robustifying\",\"bibbaseid\":\"runwal-kumar-others-robustifyinggnnviaweightedlaplacian-2022\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Robust graph neural networks using weighted graph laplacian\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Runwal\"],\"firstnames\":[\"Bharat\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"firstnames\":[],\"propositions\":[],\"lastnames\":[\"others\"],\"suffixes\":[]}],\"journal\":\"arXiv preprint arXiv:2208.01853\",\"year\":\"2022\",\"bibtex\":\"@article{runwal2022robust,\\r\\n  title={Robust graph neural networks using weighted graph laplacian},\\r\\n  author={Runwal, Bharat and Kumar, Sandeep and others},\\r\\n  journal={arXiv preprint arXiv:2208.01853},\\r\\n  year={2022}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Runwal, B.\",\"Kumar, S.\",\"others\"],\"key\":\"runwal2022robust\",\"id\":\"runwal2022robust\",\"bibbaseid\":\"runwal-kumar-others-robustgraphneuralnetworksusingweightedgraphlaplacian-2022\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Majorization-minimization on the Stiefel manifold with application to robust sparse PCA\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Breloy\"],\"firstnames\":[\"Arnaud\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Sun\"],\"firstnames\":[\"Ying\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomar\"],\"firstnames\":[\"Daniel\",\"P\"],\"suffixes\":[]}],\"journal\":\"IEEE Transactions on Signal Processing\",\"volume\":\"69\",\"pages\":\"1507–1520\",\"year\":\"2021\",\"publisher\":\"IEEE\",\"bibtex\":\"@article{breloy2021majorization,\\r\\n  title={Majorization-minimization on the Stiefel manifold with application to robust sparse PCA},\\r\\n  author={Breloy, Arnaud and Kumar, Sandeep and Sun, Ying and Palomar, Daniel P},\\r\\n  journal={IEEE Transactions on Signal Processing},\\r\\n  volume={69},\\r\\n  pages={1507--1520},\\r\\n  year={2021},\\r\\n  publisher={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Breloy, A.\",\"Kumar, S.\",\"Sun, Y.\",\"Palomar, D. P\"],\"key\":\"breloy2021majorization\",\"id\":\"breloy2021majorization\",\"bibbaseid\":\"breloy-kumar-sun-palomar-majorizationminimizationonthestiefelmanifoldwithapplicationtorobustsparsepca-2021\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"A unified framework for structured graph learning via spectral constraints\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ying\"],\"firstnames\":[\"Jiaxi\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cardoso\"],\"firstnames\":[\"José\",\"Vinı́cius de M\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomar\"],\"firstnames\":[\"Daniel\",\"P\"],\"suffixes\":[]}],\"journal\":\"Journal of Machine Learning Research\",\"volume\":\"21\",\"number\":\"22\",\"pages\":\"1–60\",\"year\":\"2020\",\"bibtex\":\"@article{kumar2020unified,\\r\\n  title={A unified framework for structured graph learning via spectral constraints},\\r\\n  author={Kumar, Sandeep and Ying, Jiaxi and Cardoso, Jos{\\\\'e} Vin{\\\\'\\\\i}cius de M and Palomar, Daniel P},\\r\\n  journal={Journal of Machine Learning Research},\\r\\n  volume={21},\\r\\n  number={22},\\r\\n  pages={1--60},\\r\\n  year={2020}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, S.\",\"Ying, J.\",\"Cardoso, J. V.\",\"Palomar, D. P\"],\"key\":\"kumar2020unified\",\"id\":\"kumar2020unified\",\"bibbaseid\":\"kumar-ying-cardoso-palomar-aunifiedframeworkforstructuredgraphlearningviaspectralconstraints-2020\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Student's $ t $ var modeling with missing data via stochastic EM and Gibbs sampling\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Zhou\"],\"firstnames\":[\"Rui\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Liu\"],\"firstnames\":[\"Junyan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomar\"],\"firstnames\":[\"Daniel\",\"P\"],\"suffixes\":[]}],\"journal\":\"IEEE Transactions on Signal Processing\",\"volume\":\"68\",\"pages\":\"6198–6211\",\"year\":\"2020\",\"publisher\":\"IEEE\",\"bibtex\":\"@article{zhou2020student,\\r\\n  title={Student's $ t $ var modeling with missing data via stochastic EM and Gibbs sampling},\\r\\n  author={Zhou, Rui and Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},\\r\\n  journal={IEEE Transactions on Signal Processing},\\r\\n  volume={68},\\r\\n  pages={6198--6211},\\r\\n  year={2020},\\r\\n  publisher={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Zhou, R.\",\"Liu, J.\",\"Kumar, S.\",\"Palomar, D. P\"],\"key\":\"zhou2020student\",\"id\":\"zhou2020student\",\"bibbaseid\":\"zhou-liu-kumar-palomar-studentstvarmodelingwithmissingdataviastochasticemandgibbssampling-2020\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Parameter estimation of heavy-tailed AR model with missing data via stochastic EM\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Liu\"],\"firstnames\":[\"Junyan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomar\"],\"firstnames\":[\"Daniel\",\"P\"],\"suffixes\":[]}],\"journal\":\"IEEE Transactions on Signal Processing\",\"volume\":\"67\",\"number\":\"8\",\"pages\":\"2159–2172\",\"year\":\"2019\",\"publisher\":\"IEEE\",\"bibtex\":\"@article{liu2019parameter,\\r\\n  title={Parameter estimation of heavy-tailed AR model with missing data via stochastic EM},\\r\\n  author={Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},\\r\\n  journal={IEEE Transactions on Signal Processing},\\r\\n  volume={67},\\r\\n  number={8},\\r\\n  pages={2159--2172},\\r\\n  year={2019},\\r\\n  publisher={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Liu, J.\",\"Kumar, S.\",\"Palomar, D. P\"],\"key\":\"liu2019parameter\",\"id\":\"liu2019parameter\",\"bibbaseid\":\"liu-kumar-palomar-parameterestimationofheavytailedarmodelwithmissingdataviastochasticem-2019\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Parameter estimation of heavy-tailed AR (p) model from incomplete data\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Liu\"],\"firstnames\":[\"Junyan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomar\"],\"firstnames\":[\"Daniel\",\"P\"],\"suffixes\":[]}],\"booktitle\":\"2019 27th European signal processing conference (EUSIPCO)\",\"pages\":\"1–5\",\"year\":\"2019\",\"organization\":\"IEEE\",\"bibtex\":\"@inproceedings{liu2019parameter,\\r\\n  title={Parameter estimation of heavy-tailed AR (p) model from incomplete data},\\r\\n  author={Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},\\r\\n  booktitle={2019 27th European signal processing conference (EUSIPCO)},\\r\\n  pages={1--5},\\r\\n  year={2019},\\r\\n  organization={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Liu, J.\",\"Kumar, S.\",\"Palomar, D. P\"],\"key\":\"liu2019parameter-1\",\"id\":\"liu2019parameter-1\",\"bibbaseid\":\"liu-kumar-palomar-parameterestimationofheavytailedarpmodelfromincompletedata-2019\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"downloads\":0,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Incorporating Factor Analysis into Robust Parameters Estimation of High Dimension Data\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Rui\"],\"firstnames\":[\"Zhou\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Liu\"],\"firstnames\":[\"Junyan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Plaomar\"],\"firstnames\":[\"Daniel.\",\"P\"],\"suffixes\":[]}],\"journal\":\"Lecture notes in Computer Science.\",\"year\":\"2019\",\"bibtex\":\"@article{rui2019incorporating,\\r\\n  title={Incorporating Factor Analysis into Robust Parameters Estimation of High Dimension Data},\\r\\n  author={Rui, Zhou and Liu, Junyan and Kumar, Sandeep and Plaomar, Daniel. P},\\r\\n  journal={Lecture notes in Computer Science.},\\r\\n  year={2019}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Rui, Z.\",\"Liu, J.\",\"Kumar, S.\",\"Plaomar, D. P\"],\"key\":\"rui2019incorporating\",\"id\":\"rui2019incorporating\",\"bibbaseid\":\"rui-liu-kumar-plaomar-incorporatingfactoranalysisintorobustparametersestimationofhighdimensiondata-2019\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Distributed inexact successive convex approximation ADMM: Analysis-part I\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rajawat\"],\"firstnames\":[\"Ketan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomar\"],\"firstnames\":[\"Daniel\",\"P\"],\"suffixes\":[]}],\"journal\":\"arXiv preprint arXiv:1907.08969\",\"year\":\"2019\",\"bibtex\":\"@article{kumar2019distributed,\\r\\n  title={Distributed inexact successive convex approximation ADMM: Analysis-part I},\\r\\n  author={Kumar, Sandeep and Rajawat, Ketan and Palomar, Daniel P},\\r\\n  journal={arXiv preprint arXiv:1907.08969},\\r\\n  year={2019}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, S.\",\"Rajawat, K.\",\"Palomar, D. P\"],\"key\":\"kumar2019distributed\",\"id\":\"kumar2019distributed\",\"bibbaseid\":\"kumar-rajawat-palomar-distributedinexactsuccessiveconvexapproximationadmmanalysisparti-2019\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Optimization algorithms for graph Laplacian estimation via ADMM and MM\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Zhao\"],\"firstnames\":[\"Licheng\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wang\"],\"firstnames\":[\"Yiwei\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomar\"],\"firstnames\":[\"Daniel\",\"P\"],\"suffixes\":[]}],\"journal\":\"IEEE Transactions on Signal Processing\",\"volume\":\"67\",\"number\":\"16\",\"pages\":\"4231–4244\",\"year\":\"2019\",\"publisher\":\"IEEE\",\"bibtex\":\"@article{zhao2019optimization,\\r\\n  title={Optimization algorithms for graph Laplacian estimation via ADMM and MM},\\r\\n  author={Zhao, Licheng and Wang, Yiwei and Kumar, Sandeep and Palomar, Daniel P},\\r\\n  journal={IEEE Transactions on Signal Processing},\\r\\n  volume={67},\\r\\n  number={16},\\r\\n  pages={4231--4244},\\r\\n  year={2019},\\r\\n  publisher={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Zhao, L.\",\"Wang, Y.\",\"Kumar, S.\",\"Palomar, D. P\"],\"key\":\"zhao2019optimization\",\"id\":\"zhao2019optimization\",\"bibbaseid\":\"zhao-wang-kumar-palomar-optimizationalgorithmsforgraphlaplacianestimationviaadmmandmm-2019\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Structured graph learning via Laplacian spectral constraints\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ying\"],\"firstnames\":[\"Jiaxi\"],\"suffixes\":[]},{\"propositions\":[\"de\"],\"lastnames\":[\"Miranda\",\"Cardoso\"],\"firstnames\":[\"José\",\"Vinı́cius\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomar\"],\"firstnames\":[\"Daniel\"],\"suffixes\":[]}],\"journal\":\"Advances in neural information processing systems\",\"volume\":\"32\",\"year\":\"2019\",\"bibtex\":\"@article{kumar2019structured,\\r\\n  title={Structured graph learning via Laplacian spectral constraints},\\r\\n  author={Kumar, Sandeep and Ying, Jiaxi and de Miranda Cardoso, Jos{\\\\'e} Vin{\\\\'\\\\i}cius and Palomar, Daniel},\\r\\n  journal={Advances in neural information processing systems},\\r\\n  volume={32},\\r\\n  year={2019}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, S.\",\"Ying, J.\",\"de Miranda Cardoso, J. V.\",\"Palomar, D.\"],\"key\":\"kumar2019structured\",\"id\":\"kumar2019structured\",\"bibbaseid\":\"kumar-ying-demirandacardoso-palomar-structuredgraphlearningvialaplacianspectralconstraints-2019\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Bipartite structured Gaussian graphical modeling via adjacency spectral priors\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ying\"],\"firstnames\":[\"Jiaxi\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cardoso\"],\"firstnames\":[\"Jose\",\"Vinı́cius de M\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomar\"],\"firstnames\":[\"Daniel\",\"P\"],\"suffixes\":[]}],\"booktitle\":\"2019 53rd Asilomar Conference on Signals, Systems, and Computers\",\"pages\":\"322–326\",\"year\":\"2019\",\"organization\":\"IEEE\",\"bibtex\":\"@inproceedings{kumar2019bipartite,\\r\\n  title={Bipartite structured Gaussian graphical modeling via adjacency spectral priors},\\r\\n  author={Kumar, Sandeep and Ying, Jiaxi and Cardoso, Jose Vin{\\\\'\\\\i}cius de M and Palomar, Daniel P},\\r\\n  booktitle={2019 53rd Asilomar Conference on Signals, Systems, and Computers},\\r\\n  pages={322--326},\\r\\n  year={2019},\\r\\n  organization={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, S.\",\"Ying, J.\",\"Cardoso, J. V.\",\"Palomar, D. P\"],\"key\":\"kumar2019bipartite\",\"id\":\"kumar2019bipartite\",\"bibbaseid\":\"kumar-ying-cardoso-palomar-bipartitestructuredgaussiangraphicalmodelingviaadjacencyspectralpriors-2019\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Parameter estimation of heavy-tailed random walk model from incomplete data\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Liu\"],\"firstnames\":[\"Junyan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Palomar\"],\"firstnames\":[\"Daniel\",\"P\"],\"suffixes\":[]}],\"booktitle\":\"2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)\",\"pages\":\"4439–4443\",\"year\":\"2018\",\"organization\":\"IEEE\",\"bibtex\":\"@inproceedings{liu2018parameter,\\r\\n  title={Parameter estimation of heavy-tailed random walk model from incomplete data},\\r\\n  author={Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},\\r\\n  booktitle={2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\\r\\n  pages={4439--4443},\\r\\n  year={2018},\\r\\n  organization={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Liu, J.\",\"Kumar, S.\",\"Palomar, D. P\"],\"key\":\"liu2018parameter\",\"id\":\"liu2018parameter\",\"bibbaseid\":\"liu-kumar-palomar-parameterestimationofheavytailedrandomwalkmodelfromincompletedata-2018\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Asynchronous optimization over heterogeneous networks via consensus ADMM\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Jain\"],\"firstnames\":[\"Rahul\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rajawat\"],\"firstnames\":[\"Ketan\"],\"suffixes\":[]}],\"journal\":\"IEEE Transactions on Signal and Information Processing over Networks\",\"volume\":\"3\",\"number\":\"1\",\"pages\":\"114–129\",\"year\":\"2016\",\"publisher\":\"IEEE\",\"bibtex\":\"@article{kumar2016asynchronous,\\r\\n  title={Asynchronous optimization over heterogeneous networks via consensus ADMM},\\r\\n  author={Kumar, Sandeep and Jain, Rahul and Rajawat, Ketan},\\r\\n  journal={IEEE Transactions on Signal and Information Processing over Networks},\\r\\n  volume={3},\\r\\n  number={1},\\r\\n  pages={114--129},\\r\\n  year={2016},\\r\\n  publisher={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, S.\",\"Jain, R.\",\"Rajawat, K.\"],\"key\":\"kumar2016asynchronous\",\"id\":\"kumar2016asynchronous\",\"bibbaseid\":\"kumar-jain-rajawat-asynchronousoptimizationoverheterogeneousnetworksviaconsensusadmm-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Stochastic multidimensional scaling\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Rajawat\"],\"firstnames\":[\"Ketan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]}],\"journal\":\"IEEE Transactions on Signal and Information Processing over Networks\",\"volume\":\"3\",\"number\":\"2\",\"pages\":\"360–375\",\"year\":\"2017\",\"publisher\":\"IEEE\",\"bibtex\":\"@article{rajawat2017stochastic,\\r\\n  title={Stochastic multidimensional scaling},\\r\\n  author={Rajawat, Ketan and Kumar, Sandeep},\\r\\n  journal={IEEE Transactions on Signal and Information Processing over Networks},\\r\\n  volume={3},\\r\\n  number={2},\\r\\n  pages={360--375},\\r\\n  year={2017},\\r\\n  publisher={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Rajawat, K.\",\"Kumar, S.\"],\"key\":\"rajawat2017stochastic\",\"id\":\"rajawat2017stochastic\",\"bibbaseid\":\"rajawat-kumar-stochasticmultidimensionalscaling-2017\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Distributed asynchronous localization over WSNs via non-convex consensus ADMM\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rajawat\"],\"firstnames\":[\"Ketan\"],\"suffixes\":[]}],\"booktitle\":\"2017 Twenty-third National Conference on Communications (NCC)\",\"pages\":\"1–6\",\"year\":\"2017\",\"organization\":\"IEEE\",\"bibtex\":\"@inproceedings{kumar2017distributed,\\r\\n  title={Distributed asynchronous localization over WSNs via non-convex consensus ADMM},\\r\\n  author={Kumar, Sandeep and Rajawat, Ketan},\\r\\n  booktitle={2017 Twenty-third National Conference on Communications (NCC)},\\r\\n  pages={1--6},\\r\\n  year={2017},\\r\\n  organization={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, S.\",\"Rajawat, K.\"],\"key\":\"kumar2017distributed\",\"id\":\"kumar2017distributed\",\"bibbaseid\":\"kumar-rajawat-distributedasynchronouslocalizationoverwsnsvianonconvexconsensusadmm-2017\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Cooperative localization of mobile networks via velocity-assisted multidimensional scaling\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Raju\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rajawat\"],\"firstnames\":[\"Ketan\"],\"suffixes\":[]}],\"journal\":\"IEEE Transactions on Signal Processing\",\"volume\":\"64\",\"number\":\"7\",\"pages\":\"1744–1758\",\"year\":\"2015\",\"publisher\":\"IEEE\",\"bibtex\":\"@article{kumar2015cooperative,\\r\\n  title={Cooperative localization of mobile networks via velocity-assisted multidimensional scaling},\\r\\n  author={Kumar, Sandeep and Kumar, Raju and Rajawat, Ketan},\\r\\n  journal={IEEE Transactions on Signal Processing},\\r\\n  volume={64},\\r\\n  number={7},\\r\\n  pages={1744--1758},\\r\\n  year={2015},\\r\\n  publisher={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, S.\",\"Kumar, R.\",\"Rajawat, K.\"],\"key\":\"kumar2015cooperative\",\"id\":\"kumar2015cooperative\",\"bibbaseid\":\"kumar-kumar-rajawat-cooperativelocalizationofmobilenetworksviavelocityassistedmultidimensionalscaling-2015\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Distributed interference alignment for MIMO cellular network via consensus ADMM\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rajawat\"],\"firstnames\":[\"Ketan\"],\"suffixes\":[]}],\"booktitle\":\"2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)\",\"pages\":\"460–464\",\"year\":\"2016\",\"organization\":\"IEEE\",\"bibtex\":\"@inproceedings{kumar2016distributed,\\r\\n  title={Distributed interference alignment for MIMO cellular network via consensus ADMM},\\r\\n  author={Kumar, Sandeep and Rajawat, Ketan},\\r\\n  booktitle={2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)},\\r\\n  pages={460--464},\\r\\n  year={2016},\\r\\n  organization={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, S.\",\"Rajawat, K.\"],\"key\":\"kumar2016distributed\",\"id\":\"kumar2016distributed\",\"bibbaseid\":\"kumar-rajawat-distributedinterferencealignmentformimocellularnetworkviaconsensusadmm-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Velocity-assisted multidimensional scaling\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rajawat\"],\"firstnames\":[\"Ketan\"],\"suffixes\":[]}],\"booktitle\":\"2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)\",\"pages\":\"570–574\",\"year\":\"2015\",\"organization\":\"IEEE\",\"bibtex\":\"@inproceedings{kumar2015velocity,\\r\\n  title={Velocity-assisted multidimensional scaling},\\r\\n  author={Kumar, Sandeep and Rajawat, Ketan},\\r\\n  booktitle={2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},\\r\\n  pages={570--574},\\r\\n  year={2015},\\r\\n  organization={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kumar, S.\",\"Rajawat, K.\"],\"key\":\"kumar2015velocity\",\"id\":\"kumar2015velocity\",\"bibbaseid\":\"kumar-rajawat-velocityassistedmultidimensionalscaling-2015\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"A novel coarsened graph learning method for scalable single-cell data analysis\",\"journal\":\"Computers in Biology and Medicine\",\"volume\":\"188\",\"pages\":\"109873\",\"year\":\"2025\",\"issn\":\"0010-4825\",\"doi\":\"https://doi.org/10.1016/j.compbiomed.2025.109873\",\"url\":\"https://www.sciencedirect.com/science/article/pii/S0010482525002240\",\"author\":[{\"firstnames\":[\"Mohit\"],\"propositions\":[],\"lastnames\":[\"Kataria\"],\"suffixes\":[]},{\"firstnames\":[\"Ekta\"],\"propositions\":[],\"lastnames\":[\"Srivastava\"],\"suffixes\":[]},{\"firstnames\":[\"Kumar\"],\"propositions\":[],\"lastnames\":[\"Arjun\"],\"suffixes\":[]},{\"firstnames\":[\"Sandeep\"],\"propositions\":[],\"lastnames\":[\"Kumar\"],\"suffixes\":[]},{\"firstnames\":[\"Ishaan\"],\"propositions\":[],\"lastnames\":[\"Gupta\"],\"suffixes\":[]},{\"firstnames\":[],\"propositions\":[],\"lastnames\":[\"Jayadeva\"],\"suffixes\":[]}],\"bibtex\":\"@article{KATARIA2025109873,\\r\\ntitle = {A novel coarsened graph learning method for scalable single-cell data analysis},\\r\\njournal = {Computers in Biology and Medicine},\\r\\nvolume = {188},\\r\\npages = {109873},\\r\\nyear = {2025},\\r\\nissn = {0010-4825},\\r\\ndoi = {https://doi.org/10.1016/j.compbiomed.2025.109873},\\r\\nurl = {https://www.sciencedirect.com/science/article/pii/S0010482525002240},\\r\\nauthor = {Mohit Kataria and Ekta Srivastava and Kumar Arjun and Sandeep Kumar and Ishaan Gupta and  Jayadeva}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Kataria, M.\",\"Srivastava, E.\",\"Arjun, K.\",\"Kumar, S.\",\"Gupta, I.\",\"Jayadeva\"],\"key\":\"KATARIA2025109873\",\"id\":\"KATARIA2025109873\",\"bibbaseid\":\"kataria-srivastava-arjun-kumar-gupta-jayadeva-anovelcoarsenedgraphlearningmethodforscalablesinglecelldataanalysis-2025\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.sciencedirect.com/science/article/pii/S0010482525002240\"},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"downloads\":8,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Singh\"],\"firstnames\":[\"Vipul\",\"Kumar\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Prasad\"],\"firstnames\":[\"Avadhesh\"],\"suffixes\":[]},{\"firstnames\":[],\"propositions\":[],\"lastnames\":[\"others\"],\"suffixes\":[]}],\"journal\":\"IEEE Transactions on Signal Processing\",\"year\":\"2024\",\"publisher\":\"IEEE\",\"bibtex\":\"@article{singh2024unified,\\r\\n  title={A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks},\\r\\n  author={Singh, Vipul Kumar and Kumar, Sandeep and Prasad, Avadhesh and others},\\r\\n  journal={IEEE Transactions on Signal Processing},\\r\\n  year={2024},\\r\\n  publisher={IEEE}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Singh, V. K.\",\"Kumar, S.\",\"Prasad, A.\",\"others\"],\"key\":\"singh2024unified\",\"id\":\"singh2024unified\",\"bibbaseid\":\"singh-kumar-prasad-others-aunifiedoptimizationbasedframeworkforcertifiablyrobustandfairgraphneuralnetworks-2024\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"CoRE-BOLD: Cross-Domain Robust and Equitable Ensemble for BOLD Signal Analysis\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Singh\"],\"firstnames\":[\"Vipul\",\"Kumar\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Barman\"],\"firstnames\":[\"Jyotismita\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Jayadeva\"],\"firstnames\":[\"Jayadeva\"],\"suffixes\":[]}],\"booktitle\":\"Machine Learning for Health (ML4H)\",\"pages\":\"961–975\",\"year\":\"2025\",\"organization\":\"PMLR\",\"bibtex\":\"@inproceedings{singh2025core,\\r\\n  title={CoRE-BOLD: Cross-Domain Robust and Equitable Ensemble for BOLD Signal Analysis},\\r\\n  author={Singh, Vipul Kumar and Barman, Jyotismita and Kumar, Sandeep and Jayadeva, Jayadeva},\\r\\n  booktitle={Machine Learning for Health (ML4H)},\\r\\n  pages={961--975},\\r\\n  year={2025},\\r\\n  organization={PMLR}\\r\\n}\\r\\n\\r\\n\",\"author_short\":[\"Singh, V. K.\",\"Barman, J.\",\"Kumar, S.\",\"Jayadeva, J.\"],\"key\":\"singh2025core\",\"id\":\"singh2025core\",\"bibbaseid\":\"singh-barman-kumar-jayadeva-coreboldcrossdomainrobustandequitableensembleforboldsignalanalysis-2025\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"UGC: Universal Graph Coarsening\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Kataria\"],\"firstnames\":[\"Mohit\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kumar\"],\"firstnames\":[\"Sandeep\"],\"suffixes\":[]},{\"firstnames\":[],\"propositions\":[],\"lastnames\":[\"others\"],\"suffixes\":[]}],\"journal\":\"Advances in Neural Information Processing Systems\",\"volume\":\"37\",\"pages\":\"63057–63081\",\"year\":\"2025\",\"bibtex\":\"@article{kataria2025ugc,\\r\\n  title={UGC: Universal Graph Coarsening},\\r\\n  author={Kataria, Mohit and Kumar, Sandeep and others},\\r\\n  journal={Advances in Neural Information Processing Systems},\\r\\n  volume={37},\\r\\n  pages={63057--63081},\\r\\n  year={2025}\\r\\n}\",\"author_short\":[\"Kataria, M.\",\"Kumar, S.\",\"others\"],\"key\":\"kataria2025ugc\",\"id\":\"kataria2025ugc\",\"bibbaseid\":\"kataria-kumar-others-ugcuniversalgraphcoarsening-2025\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\"html\":\"\"}],\n      metadata: {\"owner\":\"kumar, s\",\"authorlinks\":{\"kumar, s\":\"https://misn.iitd.ac.in/publications.html\"}},\n      ownerID: \"BnARnDNo9GYRe2DQu\"\n    };\n  </script>\n\n  <script type=\"text/javascript\">\n  var site$;\n  if (typeof $ != 'undefined') {\n    console.log('existing jquery: storing and then restoring');\n    site$ = $;\n    $ = null;\n  }\n  </script>\n\n  <script src=\"https://ajax.googleapis.com/ajax/libs/jquery/2.2.4/jquery.min.js\">\n  </script>\n  <script type=\"text/javascript\">\n  if (site$) {\n    console.log('existing jquery: avoiding conflict and restoring');\n    bb$ = $.noConflict(true);\n    $ = site$;\n  } else {\n    bb$ = $;\n  }\n  </script>\n\n  <script src=\"//bibbase.org/js/bibbase.min.js\"\n          type=\"text/javascript\">\n  </script>\n\n  <script type=\"text/javascript\"\n          src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.1/MathJax.js?config=TeX-AMS-MML_HTMLorMML\">\n  </script>\n  <script type=\"text/x-mathjax-config\">\n    MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['\\\\(','\\\\)']]},\n                        skipTags: [\"body\"],\n                        processClass: \"bibbase_paper\"});\n  </script>\n\n  <style>\n  @media print {\n    .dontprint {\n        display: none !important;\n    }\n\n  .bibbase_group {\n    background-color: #E0E0E0;\n    font-style: italic;\n    font-size: larger;\n    text-shadow: 0px 0px 3px #FFFFFF;\n    border-radius: 4px 4px 4px 4px;\n    -moz-border-radius: 4px 4px 4px 4px;\n    -webkit-border-radius: 4px;\n    padding: 5px 40px 5px;\n    margin-top: 10px;\n    margin-bottom: 5px;\n    cursor: pointer;\n  }\n\n  .bibbase_paper {\n    margin-bottom: 5px;\n  }\n\n  }\n  </style>\n\n  \n  <div style=\"float: right; margin-right: 10px; margin-top: 10px; text-align: right; font-size: 12px\">\n    generated by\n    <a href=\"//bibbase.org\"\n       onclick=\"trackOutboundLink('bibbase', 'logo clicked', window.location.href, '//bibbase.org'); return false;\">\n      <img src=\"//bibbase.org/img/logo.svg\"\n           style=\"vertical-align: middle; margin-left: 3px; height: 16px;\"/\n           alt=\"bibbase.org\"\n           title=\"BibBase – The easiest way to maintain your publications page.\"\n        ></a>\n    \n  </div>\n  \n\n  <div id=\"bibbase_header\" class=\"dontprint\" style=\"\">\n\n    <ul class=\"nav nav-pills\" style=\"margin: 0px;\">\n\n      <li class=\"dropdown\" id=\"groupby_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\">\n          Group by\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li class=\"groupby year\"><a onclick=\"groupby('year')\">\n            Year</a>\n        </li>\n        <li class=\"groupby author\"><a onclick=\"groupby('author_short')\">\n            Author</a>\n        </li>\n        <li class=\"groupby type\"><a onclick=\"groupby('type')\">\n            Type</a>\n        </li>\n        <li class=\"groupby keyword\"><a onclick=\"groupby('keyword')\">\n            Keyword</a>\n        </li>\n        <li class=\"groupby downloads\"><a onclick=\"groupby('downloads')\">\n            Downloads</a>\n        </li>\n      </ul>\n      </li>\n\n\n      <li class=\"dropdown\" id=\"menu_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\" alt=\"controls\">\n          <i class=\"fa fa-reorder\" alt=\"controls\"></i>\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li>\n          <a onclick=\"toggleAll()\">\n            <i class=\"fa fa-chevron-down fa-fw\"></i> Expand/Collapse All\n          </a>\n        </li>\n        <li>\n          <a download=\"HMotKTKBWHRi9cuar\" href=\"data:text/bibtex;base64,@inproceedings{agrawal2024no,
  title={No prejudice! fair federated graph neural networks for personalized recommendation},
  author={Agrawal, Nimesh and Sirohi, Anuj Kumar and Kumar, Sandeep and others},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={38},
  number={10},
  pages={10775--10783},
  year={2024}
}



@article{kumar2023unified,
  title={A unified framework for optimization-based graph coarsening},
  author={Kumar, Manoj and Sharma, Anurag and Kumar, Sandeep},
  journal={Journal of Machine Learning Research},
  volume={24},
  number={118},
  pages={1--50},
  year={2023}
}



@inproceedings{kumar2023featured,
  title={Featured graph coarsening with similarity guarantees},
  author={Kumar, Manoj and Sharma, Anurag and Saxena, Shashwat and Kumar, Sandeep},
  booktitle={International Conference on Machine Learning},
  pages={17953--17975},
  year={2023},
  organization={PMLR}
}



@article{dev2023transition,
  title={Transition in Human Brain Via Eigenspace of Spatiotemporal Graph},
  author={Dev, Raghav and Kumar, Sandeep and Gandhi, Tapan},
  journal={IEEE Sensor Letters},
  year={2023}
}



@inproceedings{brehier2023robust,
  title={Robust and globally sparse Pca via majorization-minimization and variable splitting},
  author={Brehier, Hugo and Breloy, Arnaud and El Korso, Mohammed Nabil and Kumar, Sandeep},
  booktitle={ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={1--5},
  year={2023},
  organization={IEEE}
}



@inproceedings{dev2023does,
  title={Does Spatial Location of The Electrodes in EEG Matter for Tracking the Brain States?},
  author={Dev, Raghav and Kumar, Sandeep and Gandhi, Tapan Kumar},
  booktitle={2023 National Conference on Communications (NCC)},
  pages={1--5},
  year={2023},
  organization={IEEE}
}



@article{agrawal2023free,
  title={Free Lunch for Privacy Preserving Distributed Graph Learning},
  author={Agrawal, Nimesh and Malik, Nikita and Kumar, Sandeep},
  journal={arXiv preprint arXiv:2305.10869},
  year={2023}
}



@article{goswami2023fault,
  title={Fault detection and isolation of multi-variate time series data using spectral weighted graph auto-encoders},
  author={Goswami, Umang and Rani, Jyoti and Kodamana, Hariprasad and Kumar, Sandeep and Tamboli, Prakash Kumar},
  journal={Journal of the Franklin Institute},
  volume={360},
  number={10},
  pages={6783--6803},
  year={2023},
  publisher={Elsevier}
}



@article{shahane2023graph,
  title={Graph of circuits with GNN for exploring the optimal design space},
  author={Shahane, Aditya and Swapna Manjiri, Saripilli and Jain, Ankesh and Kumar, Sandeep},
  journal={Advances in Neural Information Processing Systems},
  volume={36},
  pages={6014--6025},
  year={2023}
}



@inproceedings{runwal2022robustifying,
  title={Robustifying GNN via weighted laplacian},
  author={Runwal, Bharat and Kumar, Sandeep and others},
  booktitle={2022 IEEE International Conference on Signal Processing and Communications (SPCOM)},
  pages={1--5},
  year={2022},
  organization={IEEE}
}



@article{runwal2022robust,
  title={Robust graph neural networks using weighted graph laplacian},
  author={Runwal, Bharat and Kumar, Sandeep and others},
  journal={arXiv preprint arXiv:2208.01853},
  year={2022}
}



@article{breloy2021majorization,
  title={Majorization-minimization on the Stiefel manifold with application to robust sparse PCA},
  author={Breloy, Arnaud and Kumar, Sandeep and Sun, Ying and Palomar, Daniel P},
  journal={IEEE Transactions on Signal Processing},
  volume={69},
  pages={1507--1520},
  year={2021},
  publisher={IEEE}
}



@article{kumar2020unified,
  title={A unified framework for structured graph learning via spectral constraints},
  author={Kumar, Sandeep and Ying, Jiaxi and Cardoso, Jos{\'e} Vin{\'\i}cius de M and Palomar, Daniel P},
  journal={Journal of Machine Learning Research},
  volume={21},
  number={22},
  pages={1--60},
  year={2020}
}



@article{zhou2020student,
  title={Student's $ t $ var modeling with missing data via stochastic EM and Gibbs sampling},
  author={Zhou, Rui and Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},
  journal={IEEE Transactions on Signal Processing},
  volume={68},
  pages={6198--6211},
  year={2020},
  publisher={IEEE}
}



@article{liu2019parameter,
  title={Parameter estimation of heavy-tailed AR model with missing data via stochastic EM},
  author={Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},
  journal={IEEE Transactions on Signal Processing},
  volume={67},
  number={8},
  pages={2159--2172},
  year={2019},
  publisher={IEEE}
}



@inproceedings{liu2019parameter,
  title={Parameter estimation of heavy-tailed AR (p) model from incomplete data},
  author={Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},
  booktitle={2019 27th European signal processing conference (EUSIPCO)},
  pages={1--5},
  year={2019},
  organization={IEEE}
}



@article{rui2019incorporating,
  title={Incorporating Factor Analysis into Robust Parameters Estimation of High Dimension Data},
  author={Rui, Zhou and Liu, Junyan and Kumar, Sandeep and Plaomar, Daniel. P},
  journal={Lecture notes in Computer Science.},
  year={2019}
}



@article{kumar2019distributed,
  title={Distributed inexact successive convex approximation ADMM: Analysis-part I},
  author={Kumar, Sandeep and Rajawat, Ketan and Palomar, Daniel P},
  journal={arXiv preprint arXiv:1907.08969},
  year={2019}
}



@article{zhao2019optimization,
  title={Optimization algorithms for graph Laplacian estimation via ADMM and MM},
  author={Zhao, Licheng and Wang, Yiwei and Kumar, Sandeep and Palomar, Daniel P},
  journal={IEEE Transactions on Signal Processing},
  volume={67},
  number={16},
  pages={4231--4244},
  year={2019},
  publisher={IEEE}
}



@article{kumar2019structured,
  title={Structured graph learning via Laplacian spectral constraints},
  author={Kumar, Sandeep and Ying, Jiaxi and de Miranda Cardoso, Jos{\'e} Vin{\'\i}cius and Palomar, Daniel},
  journal={Advances in neural information processing systems},
  volume={32},
  year={2019}
}



@inproceedings{kumar2019bipartite,
  title={Bipartite structured Gaussian graphical modeling via adjacency spectral priors},
  author={Kumar, Sandeep and Ying, Jiaxi and Cardoso, Jose Vin{\'\i}cius de M and Palomar, Daniel P},
  booktitle={2019 53rd Asilomar Conference on Signals, Systems, and Computers},
  pages={322--326},
  year={2019},
  organization={IEEE}
}



@inproceedings{liu2018parameter,
  title={Parameter estimation of heavy-tailed random walk model from incomplete data},
  author={Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},
  booktitle={2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={4439--4443},
  year={2018},
  organization={IEEE}
}



@article{kumar2016asynchronous,
  title={Asynchronous optimization over heterogeneous networks via consensus ADMM},
  author={Kumar, Sandeep and Jain, Rahul and Rajawat, Ketan},
  journal={IEEE Transactions on Signal and Information Processing over Networks},
  volume={3},
  number={1},
  pages={114--129},
  year={2016},
  publisher={IEEE}
}



@article{rajawat2017stochastic,
  title={Stochastic multidimensional scaling},
  author={Rajawat, Ketan and Kumar, Sandeep},
  journal={IEEE Transactions on Signal and Information Processing over Networks},
  volume={3},
  number={2},
  pages={360--375},
  year={2017},
  publisher={IEEE}
}



@inproceedings{kumar2017distributed,
  title={Distributed asynchronous localization over WSNs via non-convex consensus ADMM},
  author={Kumar, Sandeep and Rajawat, Ketan},
  booktitle={2017 Twenty-third National Conference on Communications (NCC)},
  pages={1--6},
  year={2017},
  organization={IEEE}
}



@article{kumar2015cooperative,
  title={Cooperative localization of mobile networks via velocity-assisted multidimensional scaling},
  author={Kumar, Sandeep and Kumar, Raju and Rajawat, Ketan},
  journal={IEEE Transactions on Signal Processing},
  volume={64},
  number={7},
  pages={1744--1758},
  year={2015},
  publisher={IEEE}
}



@inproceedings{kumar2016distributed,
  title={Distributed interference alignment for MIMO cellular network via consensus ADMM},
  author={Kumar, Sandeep and Rajawat, Ketan},
  booktitle={2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)},
  pages={460--464},
  year={2016},
  organization={IEEE}
}



@inproceedings{kumar2015velocity,
  title={Velocity-assisted multidimensional scaling},
  author={Kumar, Sandeep and Rajawat, Ketan},
  booktitle={2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},
  pages={570--574},
  year={2015},
  organization={IEEE}
}



@article{KATARIA2025109873,
title = {A novel coarsened graph learning method for scalable single-cell data analysis},
journal = {Computers in Biology and Medicine},
volume = {188},
pages = {109873},
year = {2025},
issn = {0010-4825},
doi = {https://doi.org/10.1016/j.compbiomed.2025.109873},
url = {https://www.sciencedirect.com/science/article/pii/S0010482525002240},
author = {Mohit Kataria and Ekta Srivastava and Kumar Arjun and Sandeep Kumar and Ishaan Gupta and  Jayadeva}
}



@article{singh2024unified,
  title={A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks},
  author={Singh, Vipul Kumar and Kumar, Sandeep and Prasad, Avadhesh and others},
  journal={IEEE Transactions on Signal Processing},
  year={2024},
  publisher={IEEE}
}



@inproceedings{singh2025core,
  title={CoRE-BOLD: Cross-Domain Robust and Equitable Ensemble for BOLD Signal Analysis},
  author={Singh, Vipul Kumar and Barman, Jyotismita and Kumar, Sandeep and Jayadeva, Jayadeva},
  booktitle={Machine Learning for Health (ML4H)},
  pages={961--975},
  year={2025},
  organization={PMLR}
}



@article{kataria2025ugc,
  title={UGC: Universal Graph Coarsening},
  author={Kataria, Mohit and Kumar, Sandeep and others},
  journal={Advances in Neural Information Processing Systems},
  volume={37},
  pages={63057--63081},
  year={2025}
}\">\n            <i class=\"fa fa-download fa-fw\"></i> Download BibTeX\n          </a>\n        </li>\n        <li>\n          <a href=\"//bibbase.org/rss?bib=https://bibbase.org/network/files/HMotKTKBWHRi9cuar\">\n            <i class=\"fa fa-rss fa-fw\"></i> RSS Feed\n          </a>\n          </li>\n      </ul>\n      </li>\n\n      \n\n\n      \n    </ul>\n\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_embed\"\n         style=\"display: none;\">\n\n      Excellent! Next you can\n      <a href=\"/network/register?next=/network/newSiteFromTemplate%3Fbiburl=https://bibbase.org/network/files/HMotKTKBWHRi9cuar\"\n      >create a new website with this list</a>, or\n      embed it in an existing web page by copying &amp; pasting\n      any of the following snippets.\n\n      <div style=\"text-align: left; margin-top: 1em;\">\n        <strong>JavaScript</strong>\n        <span class=\"comment recommended\">(easiest)</span>\n        <div class=\"well well-small\">\n          <code>\n            &lt;script src=\"https://bibbase.org/show?bib=https%3A%2F%2Fbibbase.org%2Fnetwork%2Ffiles%2FHMotKTKBWHRi9cuar&amp;jsonp=1&amp;noBootstrap=1&amp;jsonp=1\"&gt;&lt;/script&gt;\n          </code>\n        </div>\n\n        <strong>PHP</strong>\n        <div class=\"well well-small\">\n          <code>\n            &lt;?php\n            $contents = file_get_contents(\"https://bibbase.org/show?bib=https%3A%2F%2Fbibbase.org%2Fnetwork%2Ffiles%2FHMotKTKBWHRi9cuar&amp;jsonp=1&amp;noBootstrap=1\");\n            print_r($contents);\n            ?&gt;\n          </code>\n        </div>\n\n        <strong>iFrame</strong>\n        <span class=\"comment\">(not recommended)</span>\n        <div class=\"well well-small\">\n          <code>\n            &lt;iframe src=\"https://bibbase.org/show?bib=https%3A%2F%2Fbibbase.org%2Fnetwork%2Ffiles%2FHMotKTKBWHRi9cuar&amp;jsonp=1&amp;noBootstrap=1\"&gt;&lt;/iframe&gt;\n          </code>\n        </div>\n\n        <p>\n          For more details see the <a href=\"//bibbase.org/help\">documention</a>.\n        </p>\n      </div>\n    </div>\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_preview\"\n         style=\"display: none;\">\n\n      This is a preview! To use this list on your own web site\n      or create a new web site from it,\n      <a href=\"/network/register?next=/network/newAccountWithFile%3FfileId=\"\n      >create a free account</a>. The file will be added\n      and you will be able to edit it in the File Manager.\n      We will show you instructions once you've created your account.\n    </div>\n\n    <div class=\"alert alert-warning bibbase_msg\" id=\"bibbase_msg_mendeley1\"\n         style=\"display: none;\">\n\n      <p>To the site owner:</p>\n\n      <p><strong>Action required!</strong> Mendeley is changing its\n        API. In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_2025\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2025')\"\n      onkeypress=\"toggleGroup('group_2025')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2025</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=\"kataria-srivastava-arjun-kumar-gupta-jayadeva-anovelcoarsenedgraphlearningmethodforscalablesinglecelldataanalysis-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.sciencedirect.com/science/article/pii/S0010482525002240\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'kataria-srivastava-arjun-kumar-gupta-jayadeva-anovelcoarsenedgraphlearningmethodforscalablesinglecelldataanalysis-2025', 'https://www.sciencedirect.com/science/article/pii/S0010482525002240', event);\">\n    A novel coarsened graph learning method for scalable single-cell data analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kataria, M.; Srivastava, E.; Arjun, K.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>; Gupta, I.;  and Jayadeva\n</span>\n\n  \n\n</span>\n\n  <i>Computers in Biology and Medicine</i>, 188: 109873.  2025.\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=\"https://www.sciencedirect.com/science/article/pii/S0010482525002240\"\n     onclick=\"log_download('kataria-srivastava-arjun-kumar-gupta-jayadeva-anovelcoarsenedgraphlearningmethodforscalablesinglecelldataanalysis-2025', 'https://www.sciencedirect.com/science/article/pii/S0010482525002240', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A novel coarsened graph learning method for scalable single-cell data analysis [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1016/j.compbiomed.2025.109873\"\n     onclick=\"log_download('kataria-srivastava-arjun-kumar-gupta-jayadeva-anovelcoarsenedgraphlearningmethodforscalablesinglecelldataanalysis-2025', 'http://doi.org/https://doi.org/10.1016/j.compbiomed.2025.109873', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kataria-srivastava-arjun-kumar-gupta-jayadeva-anovelcoarsenedgraphlearningmethodforscalablesinglecelldataanalysis-2025\"\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>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kataria-srivastava-arjun-kumar-gupta-jayadeva-anovelcoarsenedgraphlearningmethodforscalablesinglecelldataanalysis-2025')\" -->\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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{KATARIA2025109873,\r\ntitle = {A novel coarsened graph learning method for scalable single-cell data analysis},\r\njournal = {Computers in Biology and Medicine},\r\nvolume = {188},\r\npages = {109873},\r\nyear = {2025},\r\nissn = {0010-4825},\r\ndoi = {https://doi.org/10.1016/j.compbiomed.2025.109873},\r\nurl = {https://www.sciencedirect.com/science/article/pii/S0010482525002240},\r\nauthor = {Mohit Kataria and Ekta Srivastava and Kumar Arjun and Sandeep Kumar and Ishaan Gupta and  Jayadeva}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"singh-barman-kumar-jayadeva-coreboldcrossdomainrobustandequitableensembleforboldsignalanalysis-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  CoRE-BOLD: Cross-Domain Robust and Equitable Ensemble for BOLD Signal Analysis.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Singh, V. K.; Barman, J.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Jayadeva, J.\n</span>\n\n  \n\n</span>\n\n  In <i>Machine Learning for Health (ML4H)</i>, pages 961–975,  2025. PMLR\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/singh-barman-kumar-jayadeva-coreboldcrossdomainrobustandequitableensembleforboldsignalanalysis-2025\"\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('singh-barman-kumar-jayadeva-coreboldcrossdomainrobustandequitableensembleforboldsignalanalysis-2025')\" -->\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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{singh2025core,\r\n  title={CoRE-BOLD: Cross-Domain Robust and Equitable Ensemble for BOLD Signal Analysis},\r\n  author={Singh, Vipul Kumar and Barman, Jyotismita and Kumar, Sandeep and Jayadeva, Jayadeva},\r\n  booktitle={Machine Learning for Health (ML4H)},\r\n  pages={961--975},\r\n  year={2025},\r\n  organization={PMLR}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kataria-kumar-others-ugcuniversalgraphcoarsening-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  UGC: Universal Graph Coarsening.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kataria, M.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and others\n</span>\n\n  \n\n</span>\n\n  <i>Advances in Neural Information Processing Systems</i>, 37: 63057–63081.  2025.\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kataria-kumar-others-ugcuniversalgraphcoarsening-2025\"\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('kataria-kumar-others-ugcuniversalgraphcoarsening-2025')\" -->\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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{kataria2025ugc,\r\n  title={UGC: Universal Graph Coarsening},\r\n  author={Kataria, Mohit and Kumar, Sandeep and others},\r\n  journal={Advances in Neural Information Processing Systems},\r\n  volume={37},\r\n  pages={63057--63081},\r\n  year={2025}\r\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_2024\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2024')\"\n      onkeypress=\"toggleGroup('group_2024')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2024</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=\"agrawal-sirohi-kumar-others-noprejudicefairfederatedgraphneuralnetworksforpersonalizedrecommendation-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  No prejudice! fair federated graph neural networks for personalized recommendation.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Agrawal, N.; Sirohi, A. K.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and others\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the AAAI Conference on Artificial Intelligence</i>, volume 38, pages 10775–10783,  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/agrawal-sirohi-kumar-others-noprejudicefairfederatedgraphneuralnetworksforpersonalizedrecommendation-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('agrawal-sirohi-kumar-others-noprejudicefairfederatedgraphneuralnetworksforpersonalizedrecommendation-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{agrawal2024no,\r\n  title={No prejudice! fair federated graph neural networks for personalized recommendation},\r\n  author={Agrawal, Nimesh and Sirohi, Anuj Kumar and Kumar, Sandeep and others},\r\n  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},\r\n  volume={38},\r\n  number={10},\r\n  pages={10775--10783},\r\n  year={2024}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"singh-kumar-prasad-others-aunifiedoptimizationbasedframeworkforcertifiablyrobustandfairgraphneuralnetworks-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Singh, V. K.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>; Prasad, A.;  and others\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Signal Processing</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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/singh-kumar-prasad-others-aunifiedoptimizationbasedframeworkforcertifiablyrobustandfairgraphneuralnetworks-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('singh-kumar-prasad-others-aunifiedoptimizationbasedframeworkforcertifiablyrobustandfairgraphneuralnetworks-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{singh2024unified,\r\n  title={A Unified Optimization-Based Framework for Certifiably Robust and Fair Graph Neural Networks},\r\n  author={Singh, Vipul Kumar and Kumar, Sandeep and Prasad, Avadhesh and others},\r\n  journal={IEEE Transactions on Signal Processing},\r\n  year={2024},\r\n  publisher={IEEE}\r\n}\r\n\r\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_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        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"kumar-sharma-kumar-aunifiedframeworkforoptimizationbasedgraphcoarsening-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A unified framework for optimization-based graph coarsening.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kumar, M.; Sharma, A.;  and <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Machine Learning Research</i>, 24(118): 1–50.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-sharma-kumar-aunifiedframeworkforoptimizationbasedgraphcoarsening-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('kumar-sharma-kumar-aunifiedframeworkforoptimizationbasedgraphcoarsening-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{kumar2023unified,\r\n  title={A unified framework for optimization-based graph coarsening},\r\n  author={Kumar, Manoj and Sharma, Anurag and Kumar, Sandeep},\r\n  journal={Journal of Machine Learning Research},\r\n  volume={24},\r\n  number={118},\r\n  pages={1--50},\r\n  year={2023}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kumar-sharma-saxena-kumar-featuredgraphcoarseningwithsimilarityguarantees-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Featured graph coarsening with similarity guarantees.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Kumar, M.; Sharma, A.; Saxena, S.;  and <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>International Conference on Machine Learning</i>, pages 17953–17975,  2023. PMLR\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-sharma-saxena-kumar-featuredgraphcoarseningwithsimilarityguarantees-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('kumar-sharma-saxena-kumar-featuredgraphcoarseningwithsimilarityguarantees-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{kumar2023featured,\r\n  title={Featured graph coarsening with similarity guarantees},\r\n  author={Kumar, Manoj and Sharma, Anurag and Saxena, Shashwat and Kumar, Sandeep},\r\n  booktitle={International Conference on Machine Learning},\r\n  pages={17953--17975},\r\n  year={2023},\r\n  organization={PMLR}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"dev-kumar-gandhi-transitioninhumanbrainviaeigenspaceofspatiotemporalgraph-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Transition in Human Brain Via Eigenspace of Spatiotemporal Graph.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Dev, R.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Gandhi, T.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Sensor Letters</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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/dev-kumar-gandhi-transitioninhumanbrainviaeigenspaceofspatiotemporalgraph-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('dev-kumar-gandhi-transitioninhumanbrainviaeigenspaceofspatiotemporalgraph-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{dev2023transition,\r\n  title={Transition in Human Brain Via Eigenspace of Spatiotemporal Graph},\r\n  author={Dev, Raghav and Kumar, Sandeep and Gandhi, Tapan},\r\n  journal={IEEE Sensor Letters},\r\n  year={2023}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"brehier-breloy-elkorso-kumar-robustandgloballysparsepcaviamajorizationminimizationandvariablesplitting-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Robust and globally sparse Pca via majorization-minimization and variable splitting.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Brehier, H.; Breloy, A.; El Korso, M. N.;  and <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>, pages 1–5,  2023. IEEE\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/brehier-breloy-elkorso-kumar-robustandgloballysparsepcaviamajorizationminimizationandvariablesplitting-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('brehier-breloy-elkorso-kumar-robustandgloballysparsepcaviamajorizationminimizationandvariablesplitting-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{brehier2023robust,\r\n  title={Robust and globally sparse Pca via majorization-minimization and variable splitting},\r\n  author={Brehier, Hugo and Breloy, Arnaud and El Korso, Mohammed Nabil and Kumar, Sandeep},\r\n  booktitle={ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\r\n  pages={1--5},\r\n  year={2023},\r\n  organization={IEEE}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"dev-kumar-gandhi-doesspatiallocationoftheelectrodesineegmatterfortrackingthebrainstates-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Does Spatial Location of The Electrodes in EEG Matter for Tracking the Brain States?.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Dev, R.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Gandhi, T. K.\n</span>\n\n  \n\n</span>\n\n  In <i>2023 National Conference on Communications (NCC)</i>, pages 1–5,  2023. IEEE\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/dev-kumar-gandhi-doesspatiallocationoftheelectrodesineegmatterfortrackingthebrainstates-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('dev-kumar-gandhi-doesspatiallocationoftheelectrodesineegmatterfortrackingthebrainstates-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{dev2023does,\r\n  title={Does Spatial Location of The Electrodes in EEG Matter for Tracking the Brain States?},\r\n  author={Dev, Raghav and Kumar, Sandeep and Gandhi, Tapan Kumar},\r\n  booktitle={2023 National Conference on Communications (NCC)},\r\n  pages={1--5},\r\n  year={2023},\r\n  organization={IEEE}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"agrawal-malik-kumar-freelunchforprivacypreservingdistributedgraphlearning-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Free Lunch for Privacy Preserving Distributed Graph Learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Agrawal, N.; Malik, N.;  and <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>arXiv preprint arXiv:2305.10869</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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/agrawal-malik-kumar-freelunchforprivacypreservingdistributedgraphlearning-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('agrawal-malik-kumar-freelunchforprivacypreservingdistributedgraphlearning-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{agrawal2023free,\r\n  title={Free Lunch for Privacy Preserving Distributed Graph Learning},\r\n  author={Agrawal, Nimesh and Malik, Nikita and Kumar, Sandeep},\r\n  journal={arXiv preprint arXiv:2305.10869},\r\n  year={2023}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"goswami-rani-kodamana-kumar-tamboli-faultdetectionandisolationofmultivariatetimeseriesdatausingspectralweightedgraphautoencoders-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Fault detection and isolation of multi-variate time series data using spectral weighted graph auto-encoders.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Goswami, U.; Rani, J.; Kodamana, H.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Tamboli, P. K.\n</span>\n\n  \n\n</span>\n\n  <i>Journal of the Franklin Institute</i>, 360(10): 6783–6803.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/goswami-rani-kodamana-kumar-tamboli-faultdetectionandisolationofmultivariatetimeseriesdatausingspectralweightedgraphautoencoders-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('goswami-rani-kodamana-kumar-tamboli-faultdetectionandisolationofmultivariatetimeseriesdatausingspectralweightedgraphautoencoders-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{goswami2023fault,\r\n  title={Fault detection and isolation of multi-variate time series data using spectral weighted graph auto-encoders},\r\n  author={Goswami, Umang and Rani, Jyoti and Kodamana, Hariprasad and Kumar, Sandeep and Tamboli, Prakash Kumar},\r\n  journal={Journal of the Franklin Institute},\r\n  volume={360},\r\n  number={10},\r\n  pages={6783--6803},\r\n  year={2023},\r\n  publisher={Elsevier}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"shahane-swapnamanjiri-jain-kumar-graphofcircuitswithgnnforexploringtheoptimaldesignspace-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Graph of circuits with GNN for exploring the optimal design space.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Shahane, A.; Swapna Manjiri, S.; Jain, A.;  and <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Advances in Neural Information Processing Systems</i>, 36: 6014–6025.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/shahane-swapnamanjiri-jain-kumar-graphofcircuitswithgnnforexploringtheoptimaldesignspace-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('shahane-swapnamanjiri-jain-kumar-graphofcircuitswithgnnforexploringtheoptimaldesignspace-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{shahane2023graph,\r\n  title={Graph of circuits with GNN for exploring the optimal design space},\r\n  author={Shahane, Aditya and Swapna Manjiri, Saripilli and Jain, Ankesh and Kumar, Sandeep},\r\n  journal={Advances in Neural Information Processing Systems},\r\n  volume={36},\r\n  pages={6014--6025},\r\n  year={2023}\r\n}\r\n\r\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_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_paper\" id=\"runwal-kumar-others-robustifyinggnnviaweightedlaplacian-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Robustifying GNN via weighted laplacian.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Runwal, B.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and others\n</span>\n\n  \n\n</span>\n\n  In <i>2022 IEEE International Conference on Signal Processing and Communications (SPCOM)</i>, pages 1–5,  2022. IEEE\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/runwal-kumar-others-robustifyinggnnviaweightedlaplacian-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('runwal-kumar-others-robustifyinggnnviaweightedlaplacian-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{runwal2022robustifying,\r\n  title={Robustifying GNN via weighted laplacian},\r\n  author={Runwal, Bharat and Kumar, Sandeep and others},\r\n  booktitle={2022 IEEE International Conference on Signal Processing and Communications (SPCOM)},\r\n  pages={1--5},\r\n  year={2022},\r\n  organization={IEEE}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"runwal-kumar-others-robustgraphneuralnetworksusingweightedgraphlaplacian-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Robust graph neural networks using weighted graph laplacian.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Runwal, B.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and others\n</span>\n\n  \n\n</span>\n\n  <i>arXiv preprint arXiv:2208.01853</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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/runwal-kumar-others-robustgraphneuralnetworksusingweightedgraphlaplacian-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('runwal-kumar-others-robustgraphneuralnetworksusingweightedgraphlaplacian-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{runwal2022robust,\r\n  title={Robust graph neural networks using weighted graph laplacian},\r\n  author={Runwal, Bharat and Kumar, Sandeep and others},\r\n  journal={arXiv preprint arXiv:2208.01853},\r\n  year={2022}\r\n}\r\n\r\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_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        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"breloy-kumar-sun-palomar-majorizationminimizationonthestiefelmanifoldwithapplicationtorobustsparsepca-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Majorization-minimization on the Stiefel manifold with application to robust sparse PCA.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Breloy, A.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>; Sun, Y.;  and Palomar, D. P\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Signal Processing</i>, 69: 1507–1520.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/breloy-kumar-sun-palomar-majorizationminimizationonthestiefelmanifoldwithapplicationtorobustsparsepca-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('breloy-kumar-sun-palomar-majorizationminimizationonthestiefelmanifoldwithapplicationtorobustsparsepca-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{breloy2021majorization,\r\n  title={Majorization-minimization on the Stiefel manifold with application to robust sparse PCA},\r\n  author={Breloy, Arnaud and Kumar, Sandeep and Sun, Ying and Palomar, Daniel P},\r\n  journal={IEEE Transactions on Signal Processing},\r\n  volume={69},\r\n  pages={1507--1520},\r\n  year={2021},\r\n  publisher={IEEE}\r\n}\r\n\r\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_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        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"kumar-ying-cardoso-palomar-aunifiedframeworkforstructuredgraphlearningviaspectralconstraints-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A unified framework for structured graph learning via spectral constraints.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>; Ying, J.; Cardoso, J. V.;  and Palomar, D. P\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Machine Learning Research</i>, 21(22): 1–60.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-ying-cardoso-palomar-aunifiedframeworkforstructuredgraphlearningviaspectralconstraints-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('kumar-ying-cardoso-palomar-aunifiedframeworkforstructuredgraphlearningviaspectralconstraints-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{kumar2020unified,\r\n  title={A unified framework for structured graph learning via spectral constraints},\r\n  author={Kumar, Sandeep and Ying, Jiaxi and Cardoso, Jos{\\&#x27;e} Vin{\\&#x27;\\i}cius de M and Palomar, Daniel P},\r\n  journal={Journal of Machine Learning Research},\r\n  volume={21},\r\n  number={22},\r\n  pages={1--60},\r\n  year={2020}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zhou-liu-kumar-palomar-studentstvarmodelingwithmissingdataviastochasticemandgibbssampling-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Student's $ t $ var modeling with missing data via stochastic EM and Gibbs sampling.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Zhou, R.; Liu, J.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Palomar, D. P\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Signal Processing</i>, 68: 6198–6211.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zhou-liu-kumar-palomar-studentstvarmodelingwithmissingdataviastochasticemandgibbssampling-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('zhou-liu-kumar-palomar-studentstvarmodelingwithmissingdataviastochasticemandgibbssampling-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{zhou2020student,\r\n  title={Student&#x27;s $ t $ var modeling with missing data via stochastic EM and Gibbs sampling},\r\n  author={Zhou, Rui and Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},\r\n  journal={IEEE Transactions on Signal Processing},\r\n  volume={68},\r\n  pages={6198--6211},\r\n  year={2020},\r\n  publisher={IEEE}\r\n}\r\n\r\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_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        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"liu-kumar-palomar-parameterestimationofheavytailedarmodelwithmissingdataviastochasticem-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Parameter estimation of heavy-tailed AR model with missing data via stochastic EM.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Liu, J.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Palomar, D. P\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Signal Processing</i>, 67(8): 2159–2172.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/liu-kumar-palomar-parameterestimationofheavytailedarmodelwithmissingdataviastochasticem-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('liu-kumar-palomar-parameterestimationofheavytailedarmodelwithmissingdataviastochasticem-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{liu2019parameter,\r\n  title={Parameter estimation of heavy-tailed AR model with missing data via stochastic EM},\r\n  author={Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},\r\n  journal={IEEE Transactions on Signal Processing},\r\n  volume={67},\r\n  number={8},\r\n  pages={2159--2172},\r\n  year={2019},\r\n  publisher={IEEE}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"liu-kumar-palomar-parameterestimationofheavytailedarpmodelfromincompletedata-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Parameter estimation of heavy-tailed AR (p) model from incomplete data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Liu, J.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Palomar, D. P\n</span>\n\n  \n\n</span>\n\n  In <i>2019 27th European signal processing conference (EUSIPCO)</i>, pages 1–5,  2019. IEEE\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/liu-kumar-palomar-parameterestimationofheavytailedarpmodelfromincompletedata-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('liu-kumar-palomar-parameterestimationofheavytailedarpmodelfromincompletedata-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{liu2019parameter,\r\n  title={Parameter estimation of heavy-tailed AR (p) model from incomplete data},\r\n  author={Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},\r\n  booktitle={2019 27th European signal processing conference (EUSIPCO)},\r\n  pages={1--5},\r\n  year={2019},\r\n  organization={IEEE}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"rui-liu-kumar-plaomar-incorporatingfactoranalysisintorobustparametersestimationofhighdimensiondata-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Incorporating Factor Analysis into Robust Parameters Estimation of High Dimension Data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Rui, Z.; Liu, J.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Plaomar, D. P\n</span>\n\n  \n\n</span>\n\n  <i>Lecture notes in Computer Science.</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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/rui-liu-kumar-plaomar-incorporatingfactoranalysisintorobustparametersestimationofhighdimensiondata-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('rui-liu-kumar-plaomar-incorporatingfactoranalysisintorobustparametersestimationofhighdimensiondata-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{rui2019incorporating,\r\n  title={Incorporating Factor Analysis into Robust Parameters Estimation of High Dimension Data},\r\n  author={Rui, Zhou and Liu, Junyan and Kumar, Sandeep and Plaomar, Daniel. P},\r\n  journal={Lecture notes in Computer Science.},\r\n  year={2019}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kumar-rajawat-palomar-distributedinexactsuccessiveconvexapproximationadmmanalysisparti-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Distributed inexact successive convex approximation ADMM: Analysis-part I.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>; Rajawat, K.;  and Palomar, D. P\n</span>\n\n  \n\n</span>\n\n  <i>arXiv preprint arXiv:1907.08969</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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-rajawat-palomar-distributedinexactsuccessiveconvexapproximationadmmanalysisparti-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('kumar-rajawat-palomar-distributedinexactsuccessiveconvexapproximationadmmanalysisparti-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{kumar2019distributed,\r\n  title={Distributed inexact successive convex approximation ADMM: Analysis-part I},\r\n  author={Kumar, Sandeep and Rajawat, Ketan and Palomar, Daniel P},\r\n  journal={arXiv preprint arXiv:1907.08969},\r\n  year={2019}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zhao-wang-kumar-palomar-optimizationalgorithmsforgraphlaplacianestimationviaadmmandmm-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Optimization algorithms for graph Laplacian estimation via ADMM and MM.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Zhao, L.; Wang, Y.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Palomar, D. P\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Signal Processing</i>, 67(16): 4231–4244.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zhao-wang-kumar-palomar-optimizationalgorithmsforgraphlaplacianestimationviaadmmandmm-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('zhao-wang-kumar-palomar-optimizationalgorithmsforgraphlaplacianestimationviaadmmandmm-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{zhao2019optimization,\r\n  title={Optimization algorithms for graph Laplacian estimation via ADMM and MM},\r\n  author={Zhao, Licheng and Wang, Yiwei and Kumar, Sandeep and Palomar, Daniel P},\r\n  journal={IEEE Transactions on Signal Processing},\r\n  volume={67},\r\n  number={16},\r\n  pages={4231--4244},\r\n  year={2019},\r\n  publisher={IEEE}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kumar-ying-demirandacardoso-palomar-structuredgraphlearningvialaplacianspectralconstraints-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Structured graph learning via Laplacian spectral constraints.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>; Ying, J.; de Miranda Cardoso, J. V.;  and Palomar, D.\n</span>\n\n  \n\n</span>\n\n  <i>Advances in neural information processing systems</i>, 32.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-ying-demirandacardoso-palomar-structuredgraphlearningvialaplacianspectralconstraints-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('kumar-ying-demirandacardoso-palomar-structuredgraphlearningvialaplacianspectralconstraints-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{kumar2019structured,\r\n  title={Structured graph learning via Laplacian spectral constraints},\r\n  author={Kumar, Sandeep and Ying, Jiaxi and de Miranda Cardoso, Jos{\\&#x27;e} Vin{\\&#x27;\\i}cius and Palomar, Daniel},\r\n  journal={Advances in neural information processing systems},\r\n  volume={32},\r\n  year={2019}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kumar-ying-cardoso-palomar-bipartitestructuredgaussiangraphicalmodelingviaadjacencyspectralpriors-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Bipartite structured Gaussian graphical modeling via adjacency spectral priors.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>; Ying, J.; Cardoso, J. V.;  and Palomar, D. P\n</span>\n\n  \n\n</span>\n\n  In <i>2019 53rd Asilomar Conference on Signals, Systems, and Computers</i>, pages 322–326,  2019. IEEE\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-ying-cardoso-palomar-bipartitestructuredgaussiangraphicalmodelingviaadjacencyspectralpriors-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('kumar-ying-cardoso-palomar-bipartitestructuredgaussiangraphicalmodelingviaadjacencyspectralpriors-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{kumar2019bipartite,\r\n  title={Bipartite structured Gaussian graphical modeling via adjacency spectral priors},\r\n  author={Kumar, Sandeep and Ying, Jiaxi and Cardoso, Jose Vin{\\&#x27;\\i}cius de M and Palomar, Daniel P},\r\n  booktitle={2019 53rd Asilomar Conference on Signals, Systems, and Computers},\r\n  pages={322--326},\r\n  year={2019},\r\n  organization={IEEE}\r\n}\r\n\r\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_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        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"liu-kumar-palomar-parameterestimationofheavytailedrandomwalkmodelfromincompletedata-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Parameter estimation of heavy-tailed random walk model from incomplete data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Liu, J.; <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Palomar, D. P\n</span>\n\n  \n\n</span>\n\n  In <i>2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>, pages 4439–4443,  2018. IEEE\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/liu-kumar-palomar-parameterestimationofheavytailedrandomwalkmodelfromincompletedata-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('liu-kumar-palomar-parameterestimationofheavytailedrandomwalkmodelfromincompletedata-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{liu2018parameter,\r\n  title={Parameter estimation of heavy-tailed random walk model from incomplete data},\r\n  author={Liu, Junyan and Kumar, Sandeep and Palomar, Daniel P},\r\n  booktitle={2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\r\n  pages={4439--4443},\r\n  year={2018},\r\n  organization={IEEE}\r\n}\r\n\r\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_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_paper\" id=\"rajawat-kumar-stochasticmultidimensionalscaling-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Stochastic multidimensional scaling.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Rajawat, K.;  and <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Signal and Information Processing over Networks</i>, 3(2): 360–375.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/rajawat-kumar-stochasticmultidimensionalscaling-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('rajawat-kumar-stochasticmultidimensionalscaling-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{rajawat2017stochastic,\r\n  title={Stochastic multidimensional scaling},\r\n  author={Rajawat, Ketan and Kumar, Sandeep},\r\n  journal={IEEE Transactions on Signal and Information Processing over Networks},\r\n  volume={3},\r\n  number={2},\r\n  pages={360--375},\r\n  year={2017},\r\n  publisher={IEEE}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kumar-rajawat-distributedasynchronouslocalizationoverwsnsvianonconvexconsensusadmm-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Distributed asynchronous localization over WSNs via non-convex consensus ADMM.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Rajawat, K.\n</span>\n\n  \n\n</span>\n\n  In <i>2017 Twenty-third National Conference on Communications (NCC)</i>, pages 1–6,  2017. IEEE\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-rajawat-distributedasynchronouslocalizationoverwsnsvianonconvexconsensusadmm-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('kumar-rajawat-distributedasynchronouslocalizationoverwsnsvianonconvexconsensusadmm-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{kumar2017distributed,\r\n  title={Distributed asynchronous localization over WSNs via non-convex consensus ADMM},\r\n  author={Kumar, Sandeep and Rajawat, Ketan},\r\n  booktitle={2017 Twenty-third National Conference on Communications (NCC)},\r\n  pages={1--6},\r\n  year={2017},\r\n  organization={IEEE}\r\n}\r\n\r\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_2016\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2016')\"\n      onkeypress=\"toggleGroup('group_2016')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2016</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=\"kumar-jain-rajawat-asynchronousoptimizationoverheterogeneousnetworksviaconsensusadmm-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Asynchronous optimization over heterogeneous networks via consensus ADMM.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>; Jain, R.;  and Rajawat, K.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Signal and Information Processing over Networks</i>, 3(1): 114–129.  2016.\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-jain-rajawat-asynchronousoptimizationoverheterogeneousnetworksviaconsensusadmm-2016\"\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('kumar-jain-rajawat-asynchronousoptimizationoverheterogeneousnetworksviaconsensusadmm-2016')\" -->\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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{kumar2016asynchronous,\r\n  title={Asynchronous optimization over heterogeneous networks via consensus ADMM},\r\n  author={Kumar, Sandeep and Jain, Rahul and Rajawat, Ketan},\r\n  journal={IEEE Transactions on Signal and Information Processing over Networks},\r\n  volume={3},\r\n  number={1},\r\n  pages={114--129},\r\n  year={2016},\r\n  publisher={IEEE}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kumar-rajawat-distributedinterferencealignmentformimocellularnetworkviaconsensusadmm-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Distributed interference alignment for MIMO cellular network via consensus ADMM.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Rajawat, K.\n</span>\n\n  \n\n</span>\n\n  In <i>2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)</i>, pages 460–464,  2016. IEEE\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-rajawat-distributedinterferencealignmentformimocellularnetworkviaconsensusadmm-2016\"\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('kumar-rajawat-distributedinterferencealignmentformimocellularnetworkviaconsensusadmm-2016')\" -->\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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{kumar2016distributed,\r\n  title={Distributed interference alignment for MIMO cellular network via consensus ADMM},\r\n  author={Kumar, Sandeep and Rajawat, Ketan},\r\n  booktitle={2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)},\r\n  pages={460--464},\r\n  year={2016},\r\n  organization={IEEE}\r\n}\r\n\r\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_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        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"kumar-kumar-rajawat-cooperativelocalizationofmobilenetworksviavelocityassistedmultidimensionalscaling-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Cooperative localization of mobile networks via velocity-assisted multidimensional scaling.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>; Kumar, R.;  and Rajawat, K.\n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Signal Processing</i>, 64(7): 1744–1758.  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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-kumar-rajawat-cooperativelocalizationofmobilenetworksviavelocityassistedmultidimensionalscaling-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\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kumar-kumar-rajawat-cooperativelocalizationofmobilenetworksviavelocityassistedmultidimensionalscaling-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{kumar2015cooperative,\r\n  title={Cooperative localization of mobile networks via velocity-assisted multidimensional scaling},\r\n  author={Kumar, Sandeep and Kumar, Raju and Rajawat, Ketan},\r\n  journal={IEEE Transactions on Signal Processing},\r\n  volume={64},\r\n  number={7},\r\n  pages={1744--1758},\r\n  year={2015},\r\n  publisher={IEEE}\r\n}\r\n\r\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"kumar-rajawat-velocityassistedmultidimensionalscaling-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Velocity-assisted multidimensional scaling.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://misn.iitd.ac.in/publications.html\">Kumar, S.</a>;  and Rajawat, K.\n</span>\n\n  \n\n</span>\n\n  In <i>2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)</i>, pages 570–574,  2015. IEEE\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\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/kumar-rajawat-velocityassistedmultidimensionalscaling-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\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('kumar-rajawat-velocityassistedmultidimensionalscaling-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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{kumar2015velocity,\r\n  title={Velocity-assisted multidimensional scaling},\r\n  author={Kumar, Sandeep and Rajawat, Ketan},\r\n  booktitle={2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)},\r\n  pages={570--574},\r\n  year={2015},\r\n  organization={IEEE}\r\n}\r\n\r\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\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"}; document.write(bibbase_data.data);