@article{stankovic2026demystifying,
	author = {Stankovic, Nikola and Brajovic, Milos and Richard, Cédric and Gu, Yuxuan and Mandic, Danilo},
	date-added = {2026-09-25 16:33:27 +0200},
	date-modified = {2026-09-25 16:33:27 +0200},
	note = {Submitted},
	title = {Demystifying semi-supervised graph convolutional networks: GCNs without graphs or convolution},
	year = {2026}}

@inproceedings{wang2026wasserstein,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Richard, Cédric},
	date-added = {2026-09-25 16:25:01 +0200},
	date-modified = {2026-09-25 16:42:47 +0200},
	note = {Submitted},
	title = {Wasserstein online change point detection with neural networks},
	year = {2026}}

@inproceedings{richard2026online,
	author = {Richard, Cédric and Wang, Xiuheng and Borsoi, Ricardo},
	date-added = {2026-09-25 16:23:00 +0200},
	date-modified = {2026-09-25 16:24:57 +0200},
	note = {Submitted},
	title = {Online change-point detection in RKHS. A non-asymptotic performance analysis},
	year = {2026}}

@inproceedings{amorim2026kernel,
	author = {Amorim de Araujo, Bruno and El-Bouch, Sara and Richard, Cédric},
	date-added = {2026-09-25 16:19:35 +0200},
	date-modified = {2026-09-25 16:21:50 +0200},
	note = {Submitted},
	title = {Kernel change-point detection with recurrent regime recall in open-world streams},
	year = {2026}}

@inproceedings{stankovic2026feature,
	author = {Stankovic, Nikola and Brajovic, Milos and Richard, Cédric and Gu, Yuxuan and Mandic, Danilo},
	date-added = {2026-09-25 16:17:12 +0200},
	date-modified = {2026-09-25 16:19:13 +0200},
	note = {Submitted},
	title = {Feature-based adjacency matrix refinement for citation network classification using GCNs},
	year = {2026}}

@inproceedings{amblard2026contrastive,
	author = {Amblard, Benjamin and El-Bouch, Sara and Dalla Mura, Mauro and Ferrari, André and Richard, Cédric},
	bdsk-color = {4},
	booktitle = {Signal Processing (EUSIPCO), 34nd European Conference on},
	date-added = {2026-07-29 12:22:40 +0200},
	date-modified = {2026-09-25 16:05:38 +0200},
	keywords = {change-point detection},
	title = {Contrastive learning for open-set anomaly detection of radio transients},
	url_paper = {Articles/amblard2026contrastive.pdf},
	year = {2026}}

@article{amblard2026open,
	author = {Amblard, Benjamin and El-Bouch, Sara and Ferrari, André and Dalla Mura, Mauro and Richard, Cédric},
	date-added = {2026-07-29 12:03:51 +0200},
	date-modified = {2026-09-25 16:35:17 +0200},
	note = {Submitted},
	title = {The open-set push-pull loss: A revisit of contrastive learning for open-set supervised anomaly detection},
	year = {2026}}

@article{chen2026continual,
	author = {Chen, Jie and Richard, Cédric and Liu, Sidjia and Sayed, Ali H.},
	date-added = {2026-07-29 11:59:35 +0200},
	date-modified = {2026-09-25 16:11:05 +0200},
	note = {Submitted},
	title = {Continual learning: From online adaptation to foundation models},
	year = {2026}}

@inproceedings{faia2026hypergraph,
	author = {Faia, Gustavo and Richard, Cédric and Nassif, Roula},
	bdsk-color = {2},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2026 Asilomar Conference on},
	date-added = {2026-05-10 12:15:19 +0200},
	date-modified = {2026-07-29 12:03:41 +0200},
	note = {Accepted},
	title = {A hypergraph-based nuclear norm regularization for decentralized multitask learning},
	year = {2026}}

@article{yang2026fass,
	author = {Yang, Ziye and Song, Xiang and Zhao, Min and Chen, Jie and Richard, Cédric and Cohen, Israel},
	bdsk-color = {4},
	date-added = {2026-05-10 12:11:28 +0200},
	date-modified = {2026-09-25 15:18:11 +0200},
	journal = {Audio, Speech and Language Processing, IEEE Transactions on},
	pages = {3116-3131},
	title = {FASS: Discrete Fourier transform adapters for speech separation with incremental learning},
	url_paper = {Articles/yang2026fass.pdf},
	volume = {34},
	year = {2026}}

@article{zhang2026dynamic,
	author = {Zhang, Yu and Li, Li and Gao, Wei and Chen, Jie and Richard, Cédric},
	date-added = {2026-05-10 12:05:21 +0200},
	date-modified = {2026-09-25 16:11:46 +0200},
	keywords = {hyperspectral data processing},
	note = {Submitted},
	title = {Dynamic spatio-spectral-temporal modeling with sparse and robust abundance estimation for multitemporal hyperspectral unmixing},
	year = {2026}}

@inproceedings{vassalos2026bidirectional,
	author = {Vassalos, Konstantinos and Richard, Cédric},
	bdsk-color = {2},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2026 Asilomar Conference on},
	date-added = {2026-04-29 13:45:52 +0200},
	date-modified = {2026-07-29 12:03:21 +0200},
	note = {Accepted},
	title = {Bidirectional diffeomorphic temporal alignment network. pplication to distributed acoustic sensing},
	url_paper = {Articles/vassalos2026bidirectional},
	year = {2026}}

@inproceedings{richard2026sample,
	author = {Richard, Cédric and Chen, Jie},
	date-added = {2025-06-05 19:34:03 +0200},
	date-modified = {2026-09-25 16:18:42 +0200},
	note = {Submitted},
	title = {Sample-diffusion kernel LMS over networks with agent-specific adaptive dictionaries},
	year = {2026}}

@article{wang2025dtu,
	author = {Wang, Chentong and Gao, Jincheng and Zhu, Fei and Halimi, Abderrahim and Richard, Cédric},
	bdsk-color = {4},
	date-added = {2025-02-13 12:10:18 +0100},
	date-modified = {2026-09-25 16:40:49 +0200},
	journal = {Geoscience and Remote Sensing, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	pages = {1-17},
	title = {DTU-Net: a multi-scale dilated transformer network for nonlinear hyperspectral unmixing},
	url_code = {https://github.com/ChentongWang/DTU-Net},
	url_paper = {Articles/wang2025dtu.pdf},
	volume = {64},
	year = {2026}}

@inproceedings{wang2025riemannian2,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Breloy, Arnaud and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 33nd European Conference on},
	date-added = {2026-05-12 08:43:25 +0200},
	date-modified = {2026-05-12 08:43:25 +0200},
	keywords = {change-point detection},
	title = {Riemannian change point detection on manifolds with robust centroid estimation},
	url_paper = {Articles/wang2025riemannian2.pdf},
	year = {2025}}

@article{wang2025distributed,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Richard, Cédric and Sayed, Ali H.},
	bdsk-color = {2},
	date-added = {2025-11-10 18:17:56 +0100},
	date-modified = {2026-03-06 13:50:18 +0100},
	note = {Submitted},
	title = {Distributed Riemannian optimization in geodesically non-convex environments},
	year = {2025}}

@inproceedings{amblard2025multihead,
	author = {Amblard, Benjamin and El-Bouch, Sara and Dalla Mura, Mauro and Ferrari, André and Richard, Cédric},
	bdsk-color = {2},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2025 IEEE International Workshop on},
	date-added = {2025-09-04 18:24:51 +0200},
	date-modified = {2026-03-06 12:10:58 +0100},
	title = {Multi-head architecture for open-set anomaly detection of fast radio bursts},
	url_paper = {Articles/amblard2025multihead.pdf},
	year = {2025}}

@inproceedings{amblard2025detection,
	author = {Amblard, Benjamin and El-Bouch, Sara and Dalla Mura, Mauro and Ferrari, André and Richard, Cédric},
	bdsk-color = {2},
	booktitle = {Actes du 30e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2025-07-05 09:13:35 +0200},
	date-modified = {2026-03-06 12:12:16 +0100},
	title = {Détection des sursauts radio rapides (FRB) basée sur une architecture neuronale hybride},
	url_paper = {Articles/amblard2025detection.pdf},
	year = {2025}}

@inproceedings{wang2025riemannian,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Richard, Cédric and Sayed, Ali H.},
	booktitle = {Machine Learning (ICML), 2025 IEEE International Conference on},
	date-added = {2025-02-13 14:32:50 +0100},
	date-modified = {2026-03-06 14:11:10 +0100},
	keywords = {change-point detection},
	title = {Riemannian diffusion adaptation for distributed optimization on manifolds},
	url_paper = {Articles/wang2025riemannian.pdf},
	year = {2025}}

@article{sun2024noise,
	author = {Sun, Xuandi and Nassif, Roula and Richard, Cédric and Wang, Haiyan},
	date-added = {2024-09-05 14:54:52 +0200},
	date-modified = {2026-03-06 14:11:02 +0100},
	journal = {Circuits and Systems I, IEEE Transactions on},
	keywords = {graph signal processing},
	number = {4},
	pages = {1707-1717},
	title = {Noise-assisted graph multivariate empirical mode decomposition with non-uniform projections},
	url_paper = {Articles/sun2024noise.pdf},
	volume = {72},
	year = {2025}}

@article{sun2024anomaly,
	author = {Sun, Xuandi and Nassif, Roula and Richard, Cédric and Yang, Ziye and Chen, Jie and Wang, Haiyan},
	date-added = {2024-06-13 15:28:19 +0200},
	date-modified = {2026-03-06 14:11:02 +0100},
	journal = {Circuits and Systems I, IEEE Transactions on},
	keywords = {graph signal processing},
	number = {7},
	pages = {3450-3463},
	title = {Anomaly detection in graph signals with complex wavelet packet correlation mining},
	url_paper = {Articles/sun2024anomaly.pdf},
	volume = {72},
	year = {2025}}

@article{chen2024conjugate,
	author = {Chen, Yitong and Jin, Danqi and Chen, Jie and Richard, Cédric and Zhang, Wen and Huang, Gongping and Chen, Jingdong},
	date-added = {2024-06-12 09:03:58 +0200},
	date-modified = {2026-03-06 14:11:02 +0100},
	journal = {Signal Processing Letters, IEEE},
	keywords = {diffusion adaptation},
	pages = {706-710},
	title = {Conjugate gradient and variance reduction based online ADMM for low-rank distributed networks},
	url_paper = {Articles/chen2024conjugate.pdf},
	volume = {32},
	year = {2025}}

@article{chen2024distributed,
	author = {Chen, Yitong and Jin, Danqi and Chen, Jie and Richard, Cédric and Zhang, Wen and Huang, Gongping and Chen, Jingdong},
	date-added = {2024-03-12 15:58:01 +0100},
	date-modified = {2026-05-27 15:22:16 +0200},
	journal = {Signal and Information Processing over Networks, IEEE Transactions on},
	keywords = {diffusion adaptation},
	pages = {314-328},
	title = {Distributed online learning over multitask networks with rank-one model},
	url_paper = {Articles/chen2024distributed.pdf},
	volume = {11},
	year = {2025}}

@article{khacef2023precision,
	author = {Khacef, Yacine and Van den Ende, Martijn and Richard, Cédric and Ferrari, André and Sladen, Anthony},
	date-added = {2023-10-11 16:56:44 +0200},
	date-modified = {2026-03-06 14:11:02 +0100},
	journal = {Intelligent Transportation Systems, IEEE Transactions on},
	keywords = {distributed acoustic sensing},
	number = {6},
	pages = {7678 - 7689},
	title = {Precision traffic monitoring: Leveraging distributed acoustic sensing and deep neural networks},
	url_paper = {Articles/khacef2023precision.pdf},
	volume = {26},
	year = {2025}}

@inproceedings{faia2025hypergraph,
	author = {Faia, Gustavo and Richard, Cédric and Nassif, Roula},
	bdsk-color = {2},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2025 Asilomar Conference on},
	date-added = {2022-08-30 13:56:34 +0200},
	date-modified = {2026-03-06 13:50:00 +0100},
	keywords = {distributed learning},
	title = {A hypergraph-based Lasso regularization for distributed learning},
	url_paper = {Articles/faia2025hypergraph.pdf},
	year = {2025}}

@inproceedings{wang2024nonparametric,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Richard, Cédric and Chen, Jie},
	booktitle = {Machine Learning (ICML), 2024 IEEE International Conference on},
	date-added = {2025-05-01 21:53:49 +0200},
	date-modified = {2026-03-06 14:11:02 +0100},
	keywords = {change-point detection},
	title = {Non-parametric online change point detection on Riemannian manifolds},
	url_paper = {Articles/wang2024nonparametric.pdf},
	year = {2024}}

@article{vandenende2024multilane,
	author = {Van den Ende, Martijn and Sladen, Anthony and Ferrari, André and Richard, Cédric},
	bdsk-color = {3},
	date-added = {2024-09-05 15:32:39 +0200},
	date-modified = {2026-03-06 12:05:08 +0100},
	keywords = {distributed acoustic sensing},
	note = {Submitted},
	title = {Multi-lane vehicular traffic analysis facilitated by distributed acoustic sensing and deep learning},
	year = {2024}}

@article{yang2024learning,
	author = {Yang, Ziye and Song, Xiang and Chen, Jie and Richard, Cédric and Cohen, Israel},
	date-added = {2024-06-12 08:59:19 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Signal Processing Letters, IEEE},
	pages = {2915-2919},
	title = {Learning noise adapters for incremental speech enhancement},
	url_paper = {Articles/yang2024learning.pdf},
	volume = {31},
	year = {2024}}

@inproceedings{chen2024online,
	author = {Chen, Yitong and Jin, Danqi and Chen, Jie and Richard, Cédric and Zhang, Wen and Huang, Gongping and Chen, Jingdong},
	booktitle = {Signal Processing (EUSIPCO), 32nd European Conference on},
	date-added = {2024-05-27 16:13:57 +0200},
	date-modified = {2026-03-06 14:11:02 +0100},
	title = {Online parameter estimation over distributed multitask networks with a rank-one model},
	url_paper = {Articles/chen2024online.pdf},
	year = {2024}}

@inproceedings{wang2023riemannian,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Richard, Cédric},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2024 IEEE International Conference on},
	date-added = {2023-09-14 09:34:40 +0200},
	date-modified = {2026-03-06 14:11:02 +0100},
	keywords = {change-point detection},
	title = {Riemannian diffusion adaptation over graphs with application to online distributed PCA},
	url_paper = {Articles/wang2023riemannian.pdf},
	year = {2024}}

@article{zhang2023diffusion,
	author = {Zhang, Mengfei and Dong, Yuchen and Chen, Jie and Richard, Cédric},
	date-added = {2023-08-28 09:28:58 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Circuits and Systems II, IEEE Transactions on},
	keywords = {diffusion adaptation},
	number = {3},
	pages = {1531-1535},
	title = {Diffusion-based distributed wave-domain active noise control with convex sum of non-convex quadratic costs},
	url_paper = {Articles/zhang2023diffusion.pdf},
	volume = {71},
	year = {2024}}

@inproceedings{khacef2024leveraging,
	author = {Khacef, Yacine and Richard, Cédric and Cavalcante, Charles Casimiro and Ferrari, André},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2024 Asilomar Conference on},
	date-added = {2022-08-30 13:59:49 +0200},
	date-modified = {2026-03-06 14:11:02 +0100},
	keywords = {distributed acoustic sensing},
	title = {Leveraging distributed acoustic sensing for vehicle counting in high-traffic-density environments},
	url_paper = {Articles/khacef2024leveraging.pdf},
	year = {2024}}

@inproceedings{zhang2023distributed,
	author = {Zhang, Mengfei and Junqing, Zhang and Chen, Jie and Richard, Cédric},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2023 IEEE International Workshop on},
	date-added = {2023-09-23 17:30:19 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	keywords = {diffusion adaptation},
	title = {Distributed pressure matching for personal sound zone control using diffusion adaptation},
	url_paper = {Articles/zhang2023distributed.pdf},
	year = {2023}}

@inproceedings{wang2023distributed,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Richard, Cédric and Ferrari, André},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2023 Asilomar Conference on},
	date-added = {2023-09-01 13:07:51 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	title = {Distributed change point detection in streaming manifold-valued signals over graphs},
	url_paper = {Articles/wang2023distributed.pdf},
	year = {2023}}

@inproceedings{zhang2023distributed2,
	author = {Zhang, Mengfei and Chen, Jie and Richard, Cédric},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2023 IEEE International Workshop on},
	date-added = {2023-09-01 13:04:56 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	keywords = {diffusion adaptation},
	title = {Distributed learning with convex sum-of-non-convex objective},
	url_paper = {Articles/zhang2023distributed2.pdf},
	year = {2023}}

@inproceedings{wang2023detection,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Richard, Cédric and Ferrari, André},
	booktitle = {Actes du 29e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2023-04-10 10:36:53 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	title = {Détection de changements dans des signaux sur graphe à valeur dans des variétés riemanniennes},
	url_paper = {https://gretsi.fr/data/colloque/pdf/2023_richard1210.pdf},
	year = {2023}}

@article{wang2023deep,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Richard, Cédric and Chen, Jie},
	date-added = {2023-04-10 10:28:38 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Geoscience and Remote Sensing, IEEE Transactions on},
	keywords = {hyperspectral data processing},
	note = {Available online},
	title = {Deep hyperspectral and multispectral image fusion with inter-image variability},
	url_code = {https://github.com/xiuheng-wang/difiv_release},
	url_paper = {Articles/wang2023deep.pdf},
	volume = {61},
	year = {2023}}

@inproceedings{wang2023online,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 31st European Conference on},
	date-added = {2023-03-05 22:37:22 +0100},
	date-modified = {2026-03-06 14:10:52 +0100},
	title = {Online change point detection on Riemannian manifolds with Karcher mean estimates},
	url_arxiv = {https://hal.science/hal-04329630v1/file/_EUSIPCO_2023__Online_Change_Point_.pdf},
	year = {2023}}

@article{gao2023theoretical,
	author = {Gao, Wei and Chen, Jie and Richard, Cédric},
	date-added = {2023-02-27 14:33:23 +0100},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Circuits and Systems II, IEEE Transactions on},
	number = {1},
	pages = {490-494},
	title = {Theoretical analysis of the performance of the data-reuse RLS algorithm},
	url_paper = {Articles/gao2023theoretical.pdf},
	volume = {71},
	year = {2023}}

@article{cai2022online,
	author = {Cai, Haoyuan and Kaloorazi, Maboud F. and Chen, Jie and Chen, Wei and Richard, Cédric},
	date-added = {2022-11-30 10:16:06 +0100},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Vehicular Technology, IEEE Transactions on},
	number = {6},
	pages = {7597-7612},
	title = {Online dominant generalized eigenvectors extraction via a randomized algorithm},
	url_paper = {Articles/cai2022online.pdf},
	volume = {72},
	year = {2023}}

@inproceedings{wang2023change,
	author = {Wang, Xiuheng and Borsoi, Ricardo and Richard, Cédric and Chen, Jie},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2023 IEEE International Conference on},
	date-added = {2022-11-24 08:49:54 +0100},
	date-modified = {2026-03-06 14:10:52 +0100},
	keywords = {change-point detection},
	title = {Change point detection with neural online density-ratio estimator},
	url_paper = {Articles/wang2023change.pdf},
	year = {2023}}

@inproceedings{sun2023anomaly,
	author = {Sun, Xuandi and Nassif, Roula and Richard, Cédric},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2023 IEEE International Workshop on},
	date-added = {2022-11-24 08:43:14 +0100},
	date-modified = {2026-03-06 14:10:52 +0100},
	note = {Accepted},
	title = {Anomaly detection in graph signals with canonical correlation analysis},
	year = {2023}}

@article{yuan2022spatial,
	author = {Yuan, Siyuan and Van den Ende, Martijn and Liu, Jingxiao and Noy, Hae Young and Clapp, Robert and Richard, Cédric and Biondi, Biondo},
	date-added = {2022-11-03 15:39:24 +0100},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Intelligent Transportation Systems, IEEE Transactions on},
	keywords = {distributed acoustic sensing},
	number = {2},
	pages = {1913-1924},
	title = {Spatial deep deconvolution U-Net for traffic analyses with distributed acoustic sensing},
	url_arxiv = {https://arxiv.org/abs/2212.03936},
	url_paper = {Articles/yuan2022spatial.pdf},
	volume = {25},
	year = {2023}}

@article{wang2022tuning,
	author = {Wang, Xiuheng and Chen, Jie and Wei, Qi and Richard, Cédric},
	date-added = {2022-07-18 15:59:57 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Geoscience and Remote Sensing, IEEE Transactions on},
	keywords = {hyperspectral data processing},
	pages = {1-13},
	title = {Tuning-free plug-and-play hyperspectral image deconvolution with deep priors},
	url_paper = {Articles/wang2022tuning.pdf},
	volume = {61},
	year = {2023}}

@article{chen2022integration,
	author = {Chen, Jie and Zhao, Min and Wang, Xiuheng and Richard, Cédric and Rahardja, Susanto},
	date-added = {2022-03-14 14:33:09 +0100},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Signal Processing Magazine, IEEE},
	keywords = {hyperspectral data unmixing},
	number = {2},
	pages = {61-74},
	title = {Integration of physics-based and data-driven models for hyperspectral image unmixing: A summary of current methods},
	url_paper = {Articles/chen2022integration.pdf},
	volume = {40},
	year = {2023}}

@article{vandenende2021deep,
	author = {Van den Ende, Martijn and Ferrari, André and Sladen, Anthony and Richard, Cédric},
	date-added = {2021-09-21 08:25:57 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Vehicular Technology, IEEE Transactions on},
	keywords = {distributed acoustic sensing},
	number = {3},
	pages = {2947-2962},
	title = {Deep deconvolution for traffic analysis with distributed acoustic sensing data},
	url_paper = {Articles/vandenende2021deep.pdf},
	volume = {24},
	year = {2023}}

@article{vandenende2021self1,
	author = {Van den Ende, Martijn and Lior, Itzhak and Ampuero, Jean-Paul and Sladen, Anthony and Ferrari, André and Richard, Cédric},
	date-added = {2021-02-09 13:40:47 +0100},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Neural Networks and Learning Systems, IEEE Transactions on},
	keywords = {distributed acoustic sensing},
	number = {7},
	title = {A self-supervised deep learning approach for blind denoising and waveform coherence enhancement in distributed acoustic sensing},
	url_arxiv = {https://eartharxiv.org/repository/view/2136/},
	volume = {34},
	year = {2023}}

@article{bouchikhi2022online,
	author = {Ferrari, André and Richard, Cédric and Bourrier, Anthony and Bouchikhi, Ikram},
	date-added = {2020-02-05 16:03:59 +0100},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Pattern Recognition},
	keywords = {online learning},
	pages = {109022},
	title = {Online change point detection with kernels},
	url_arxiv = {https://arxiv.org/abs/2002.02704},
	url_code = {https://github.com/andferrari/NOUGAT.jl},
	volume = {133},
	year = {2023}}

@inproceedings{khacef2022self,
	author = {Khacef, Yacine and Van den Ende, Martijn and Ferrari, André and Richard, Cédric and Sladen, Anthony},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2022 Asilomar Conference on},
	date-added = {2024-06-12 09:06:34 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	keywords = {distributed acoustic sensing},
	title = {Self-supervised velocity field learning for high-resolution traffic monitoring with distributed acoustic sensing},
	url_paper = {Articles/khacef2022self.pdf},
	url_youtube = {Articles/khacef2022self.mp4},
	year = {2022}}

@article{gao2021transient2,
	author = {Gao, Wei and Chen, Jie and Richard, Cédric and Shi, Wentao and Zhang, Qunfei},
	date-added = {2024-06-12 08:57:24 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Signal Processing Letters, IEEE},
	pages = {90-94},
	title = {Transient performance analysis of the L1-RLS algorithm},
	url_arxiv = {https://arxiv.org/abs/2109.06749},
	volume = {29},
	year = {2022}}

@inproceedings{prevost2022factorisation,
	author = {Prévost, Clémence and Borsoi, Ricardo and Usevich, Konstantin and Brie, David and Bermudez, Jose-Carlos M. and Richard, Cédric},
	booktitle = {Actes du 28e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2022-07-14 14:46:57 +0200},
	date-modified = {2022-07-14 14:51:05 +0200},
	title = {Factorisation tensorielle couplée en termes de rangs (L, L, 1) : application conjointe à la super-résolution hyperspectrale et au démélange en présence de variabilité spectrale},
	url_paper = {Articles/prevost2022factorisation.pdf},
	year = {2022}}

@inproceedings{borsoi2022tensor,
	author = {Borsoi, Ricardo and Prévost, Clémence and Usevich, Konstantin and Brie, David and Bermudez, Jose-Carlos M. and Richard, Cédric},
	booktitle = {Actes du 28e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2022-07-14 14:41:32 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	title = {Tensor-based image fusion accounting for inter-image variability: Recoverability and algorithms},
	url_paper = {Articles/borsoi2022tensor.pdf},
	year = {2022}}

@inproceedings{gao2022transient2,
	author = {Gao, Wei and Xu, Yi and Chen, Jie and Richard, Cédric},
	booktitle = {Machine Learning for Signal Processing (MLSP), 2022 IEEE International Workshop on},
	date-added = {2022-07-14 14:31:30 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	organization = {IEEE},
	pages = {1-6},
	title = {Transient analysis of diffusion recursive least squares via signed error algorithm for cyclostationary colored inputs},
	url_paper = {Articles/gao2022transient2.pdf},
	year = {2022}}

@inproceedings{wang2022hyperspectral,
	author = {Wang, Xiuheng and Chen, Jie and Richard, Cédric},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2022 IEEE International Conference on},
	date-added = {2021-10-05 13:29:14 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	keywords = {hyperspectral data processing},
	title = {Hyperspectral image super-resolution with deep priors and degradation model inversion},
	url_paper = {Articles/wang2022hyperspectral.pdf},
	year = {2022}}

@inproceedings{gao2022transient,
	author = {Gao, Wei and Chen, Jie and Richard, Cédric and Shi, Wentao and Zhang, Qunfei},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2022 IEEE International Conference on},
	date-added = {2021-10-05 07:39:07 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	keywords = {sensor networks: distributed learning},
	title = {Transient analysis of clustered multitask diffusion RLS algorithm},
	url_paper = {Articles/gao2022transient.pdf},
	year = {2022}}

@article{prevost2021hyperspectral,
	author = {Prévost, Clémence and Borsoi, Ricardo and Usevich, Konstantin and Brie, David and Bermudez, Jose-Carlos M. and Richard, Cédric},
	date-added = {2021-04-29 14:45:12 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {SIAM Journal on Imaging Sciences},
	keywords = {hyperspectral data processing},
	number = {1},
	title = {Hyperspectral super-resolution accounting for spectral variability: Coupled tensor LL1-based recovery and blind unmixing of the unknown super-resolution image},
	url_paper = {https://hal.archives-ouvertes.fr/hal-03158076/document},
	volume = {15},
	year = {2022}}

@article{moscu2021graph,
	author = {Moscu, Mircea and Borsoi, Ricardo and Richard, Cédric and Bermudez, Jose-Carlos M.},
	date-added = {2021-04-07 07:49:48 +0200},
	date-modified = {2026-03-06 14:10:52 +0100},
	journal = {Signal and Information Processing over Networks, IEEE Transactions on},
	keywords = {distributed learning, graph signal processing},
	pages = {78-91},
	title = {Graph topology inference with derivative-reproducing property in RKHS: algorithm and convergence analysis},
	url_arxiv = {https://arxiv.org/pdf/2104.13687.pdf},
	volume = {8},
	year = {2022}}

@inproceedings{vandenende2022deep,
	author = {Van den Ende, Martijn and Ferrari, André and Sladen, Anthony and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 30th European Conference on},
	date-added = {2021-02-09 08:30:16 +0100},
	date-modified = {2026-03-06 14:10:52 +0100},
	keywords = {distributed acoustic sensing},
	title = {Deep deconvolution applied to distributed acoustic sensing for traffic analysis},
	url_paper = {Articles/vandenende2022deep.pdf},
	year = {2022}}

@inproceedings{vandenende2021self,
	author = {Van den Ende, Martijn and Lior, Itzhak and Ampuero, Jean-Paul and Sladen, Anthony and Richard, Cédric},
	booktitle = {European Geosciences Union General Assembly},
	date-added = {2022-04-07 16:42:23 +0200},
	date-modified = {2022-04-07 16:42:24 +0200},
	keywords = {distributed acoustic sensing},
	title = {A self-supervised deep learning approach for improving signal coherence in distributed acoustic sensing},
	url_youtube = {https://www.youtube.com/watch?v=9NNElFOIzK8},
	year = {2021}}

@article{dolet2021vitro,
	author = {Dolet, Aneline and Ammanouil, Rita and Petrilli, Virginie and Richard, Cédric and Tortoli, Piero and Varray, Francois},
	date-added = {2021-05-10 08:03:34 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Sensors},
	keywords = {hyperspectral data processing},
	number = {10},
	title = {In vitro and in vivo multispectral photoacoustic imaging for the evaluation of chromophore concentration},
	url_paper = {https://www.mdpi.com/1424-8220/21/10/3366/htm},
	volume = {21},
	year = {2021}}

@inproceedings{prevost2021coupled,
	author = {Prévost, Clémence and Borsoi, Ricardo and Usevich, Konstantin and Brie, David and Bermudez, Jose-Carlos M. and Richard, Cédric},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2021 Asilomar Conference on},
	date-added = {2021-04-30 09:29:33 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data processing},
	title = {Coupled tensor models accounting for inter-image variability},
	url_youtube = {https://www.youtube.com/watch?v=aPy43D8Ejss},
	year = {2021}}

@article{stankovic2021from,
	author = {Stankovic, Ljubisa and Lerga, Jonatan and Mandic, Danilo and Brajovic, Milos and Richard, Cédric and Dakovic, Milos},
	date-added = {2021-04-23 11:58:07 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Mathematics},
	keywords = {time-frequency analysis, graph signal processing},
	number = {12},
	title = {From time-frequency to vertex-frequency and back},
	url_paper = {Articles/stankovic2021from.pdf},
	volume = {9},
	year = {2021}}

@article{borsoi2021fast,
	author = {Borsoi, Ricardo and Imbiriba, Tales and Bermudez, Jose-Carlos M. and Richard, Cédric},
	date-added = {2021-04-07 07:47:56 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Computational Imaging, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	pages = {975-988},
	title = {Fast unmixing and change detection in multitemporal hyperspectral data},
	url_arxiv = {https://arxiv.org/abs/2104.02837},
	volume = {7},
	year = {2021}}

@article{borsoi2020decomposition,
	author = {Borsoi, Ricardo and Prévost, Clémence and Usevich, Konstantin and Brie, David and Bermudez, Jose-Carlos M. and Richard, Cédric},
	date-added = {2021-02-09 15:06:35 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Journal of Selected Topics in},
	keywords = {hyperspectral data processing},
	number = {3},
	pages = {702-717},
	title = {Coupled tensor decomposition for hyperspectral and multispectral image fusion with inter-image variability},
	url_arxiv = {https://arxiv.org/pdf/2006.16968.pdf},
	volume = {15},
	year = {2021}}

@inproceedings{moscu2021convergence,
	author = {Moscu, Mircea and Nassif, Roula and Hua, Fei and Richard, Cédric},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2021 IEEE International Conference on},
	date-added = {2021-01-31 10:40:28 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {graph signal processing},
	title = {Convergence analysis of the graph-topology-inference kernel LMS algorithm},
	url_paper = {Articles/moscu2021convergence.pdf},
	year = {2021}}

@inproceedings{vandenende2021next,
	author = {Van den Ende, Martijn and Ferrari, André and Sladen, Anthony and Cédric Richard},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2021 Asilomar Conference on},
	date-added = {2021-01-09 18:48:48 +0100},
	date-modified = {2022-11-29 08:44:10 +0100},
	keywords = {distributed acoustic sensing},
	title = {Next-generation traffic monitoring with distributed acoustic sensing arrays and optimum array processing},
	url_arxiv = {https://ieeexplore.ieee.org/document/9723373},
	url_paper = {Articles/vandenende2021next.pdf},
	url_youtube = {https://youtu.be/xdG1yCRwFZY},
	year = {2021}}

@article{gao2021transient,
	author = {Gao, Wei and Chen, Jie and Richard, Cédric},
	date-added = {2021-01-09 18:22:08 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing Letters, IEEE},
	keywords = {sensor networks: distributed learning},
	pages = {1160-1164},
	title = {Transient theoretical analysis of diffusion RLS algorithm for cyclostationary colored inputs},
	url_arxiv = {https://arxiv.org/pdf/2101.04502.pdf},
	volume = {28},
	year = {2021}}

@article{wang2020hyperspectral,
	author = {Wang, Xiuheng and Chen, Jie and Wei, Qi and Richard, Cédric},
	date-added = {2020-03-04 09:47:02 +0100},
	date-modified = {2026-03-06 14:11:37 +0100},
	journal = {Circuits and Systems for Video Technology, IEEE Transactions on},
	keywords = {hyperspectral data processing},
	note = {Early Access},
	title = {Hyperspectral image super-resolution via deep prior regularization with parameter estimation},
	url_arxiv = {https://arxiv.org/abs/2009.04237},
	url_code = {https://github.com/XiuhengWang/Sylvester_TSFN_MDC_HSI_superresolution},
	year = {2021}}

@article{borsoi2020spectral,
	author = {Borsoi, Ricardo and Imbiriba, Tales and Bermudez, Jose-Carlos M. and Richard, Cédric and Chanussot, Jocelin and Drumetz, Lucas and Tourneret, Jean-Yves and Zare, Alina and Jutten, Christian},
	date-added = {2020-01-10 08:12:05 +0100},
	date-modified = {2024-09-05 14:00:18 +0200},
	journal = {Geoscience and Remote Sensing Magazine, IEEE},
	keywords = {hyperspectral data processing},
	number = {4},
	pages = {223-270},
	title = {Spectral variability in hyperspectral data unmixing: a comprehensive review},
	url_arxiv = {https://arxiv.org/abs/2001.07307},
	url_code = {https://github.com/ricardoborsoi/unmixing_spectral_variability},
	volume = {9},
	year = {2021}}

@article{borsoi2019endmember,
	author = {Borsoi, Ricardo and Imbiriba, Tales and Bermudez, Jose-Carlos M. and Richard, Cédric},
	date-added = {2019-09-19 13:44:29 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Geoscience and Remote Sensing, IEEE Letters on},
	keywords = {hyperspectral data unmixing},
	number = {10},
	pages = {1831-1835},
	title = {Deep generative models for library augmentation in multiple endmember spectral mixture analysis},
	url_arxiv = {https://arxiv.org/pdf/1909.09741.pdf},
	volume = {18},
	year = {2021}}

@inproceedings{cai2020online,
	author = {Cai, Haoyuan and Kaloorazi, Maboud F. and Chen, Jie and Chen, Wei and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 28th European Conference on},
	date-added = {2021-01-09 18:33:43 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Online dominant generalized eigenvectors extraction via a randomized method},
	url_paper = {Articles/cai2020online.pdf},
	year = {2020}}

@article{jin2020convex,
	author = {Jin, Danqi and Chen, Jie and Richard, Cédric and Chen, Jingdong and Sayed, Ali H.},
	date-added = {2020-08-24 12:34:42 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal and Information Processing over Networks, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	pages = {714-731},
	title = {Convex combination of diffusion strategies over networks},
	url_paper = {Articles/jin2020convex.pdf},
	volume = {6},
	year = {2020}}

@article{jin2020online,
	author = {Jin, Danqi and Chen, Jie and Richard, Cédric and Chen, Jingdong},
	date-added = {2020-04-02 11:46:23 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	pages = {2087-2104},
	title = {Online proximal learning over multitask networks over jointly sparse multitask networks with L(infty,1) regularization},
	url_paper = {Articles/jin2020online.pdf},
	volume = {68},
	year = {2020}}

@inproceedings{moscu2020online,
	author = {Moscu, Mircea and Borsoi, Ricardo and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 28th European Conference on},
	date-added = {2020-03-04 09:42:59 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {distributed learning, graph signal processing},
	title = {Online kernel-based graph topology identification with partial-derivative-imposed sparsity},
	url_paper = {Articles/moscu2020online.pdf},
	year = {2020}}

@inproceedings{borsoi2020online,
	author = {Borsoi, Ricardo and Richard, Cédric and Ferrari, André and Chen, Jie and Bermudez, Jose-Carlos M.},
	booktitle = {Signal Processing (EUSIPCO), 28th European Conference on},
	date-added = {2020-03-04 09:40:32 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data processing},
	title = {Online graph-based change point detection in multiband image sequences},
	url_paper = {Articles/borsoi2020online.pdf},
	year = {2020}}

@inproceedings{nassif2019regularization,
	author = {Nassif, Roula and Vlaski, Stefan and Richard, Cédric and Sayed, Ali H.},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2020 IEEE International Conference on},
	date-added = {2020-01-25 16:02:06 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {graph signal processing},
	title = {A regularization framework for learning over multitask graphs},
	url_paper = {Articles/nassif2018regularization.pdf},
	year = {2020}}

@article{hua2020diffusion,
	author = {Hua, Fei and Nassif, Roula and Richard, Cédric and Wang, Haiyan and Sayed, Ali H.},
	date-added = {2020-01-21 16:08:34 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing Letters, IEEE},
	keywords = {graph signal processing},
	pages = {730-734},
	title = {Diffusion LMS with communication delays: Stability and performance analysis},
	url_code = {Matlab/hua2020diffusion.zip},
	url_paper = {Articles/hua2020diffusion.pdf},
	volume = {27},
	year = {2020}}

@article{nassif2019learning,
	author = {Nassif, Roula and Vlaski, Stefan and Richard, Cédric and Sayed, Ali H.},
	date-added = {2019-11-22 15:52:04 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Open Journal on},
	keywords = {distributed learning},
	pages = {28-45},
	title = {Learning over multitask graphs – Part I: Stability analysis},
	url_paper = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9075197},
	volume = {1},
	year = {2020}}

@article{nassif2019learning2,
	author = {Nassif, Roula and Vlaski, Stefan and Richard, Cédric and Sayed, Ali H.},
	date-added = {2019-11-15 12:13:51 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Open Journal on},
	keywords = {distributed learning},
	number = {46-63},
	title = {Learning over multitask graphs – Part II: Performance analysis},
	url_paper = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9075192},
	volume = {1},
	year = {2020}}

@article{borsoi2019kalman,
	author = {Borsoi, Ricardo and Imbiriba, Tales and Pau, Closas and Bermudez, Jose-Carlos M. and Richard, Cédric},
	date-added = {2019-11-02 19:27:44 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Geoscience and Remote Sensing, IEEE Letters on},
	keywords = {hyperspectral data processing},
	note = {Early Access},
	pages = {1-5},
	title = {Kalman filtering and expectation maximization for multitemporal spectral unmixing},
	url_paper = {Articles/borsoi2019kalman.pdf},
	volume = {19},
	year = {2020}}

@inproceedings{moscu2019online,
	author = {Moscu, Mircea and Borsoi, Ricardo and Richard, Cédric},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2020 IEEE International Conference on},
	date-added = {2019-10-26 07:28:14 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {distributed learning},
	title = {Online graph topology inference with kernels for brain connectivity estimation},
	url_paper = {Articles/moscu2019online.pdf},
	year = {2020}}

@inproceedings{ferrari2019nonparametric,
	author = {Ferrari, André and Richard, Cédric},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2020 IEEE International Conference on, 2020},
	date-added = {2019-10-18 10:22:29 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {distributed learning, graph signal processing},
	title = {Non-parametric community change-points detection in streaming graph signals},
	url_paper = {Articles/ferrari2019nonparametric.pdf},
	year = {2020}}

@inproceedings{jin2019proximal,
	author = {Jin, Danqi and Chen, Jie and Richard, Cédric and Chen, Jingdong},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2020 IEEE International Conference on},
	date-added = {2019-10-18 10:20:05 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {distributed learning},
	title = {Proximal multitask learning over distributed networks with jointly sparse structure},
	url_paper = {Articles/jin2019proximal.pdf},
	year = {2020}}

@article{borsoi2019blind,
	author = {Borsoi, Ricardo and Imbiriba, Tales and Bermudez, Jose-Carlos M. and Richard, Cédric},
	date-added = {2019-05-23 17:02:33 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Image Processing, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	pages = {4965-4979},
	title = {A blind multiscale spatial regularization framework for kernel-based spectral unmixing},
	url_arxiv = {https://arxiv.org/pdf/1908.06925.pdf},
	volume = {29},
	year = {2020}}

@inproceedings{wang2019learning,
	author = {Wang, Xiuheng and Chen, Jie and Richard, Cédric and Brie, David},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2020 IEEE International Conference on},
	date-added = {2019-04-22 11:57:35 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data processing},
	title = {Learning spectral-spatial prior via 3DDnCNN for hyperspectral image deconvolution},
	url_paper = {Articles/wang2019learning.pdf},
	year = {2020}}

@article{hua2019online,
	author = {Hua, Fei and Nassif, Roula and Richard, Cédric and Wang, Haiyan and Sayed, Ali H.},
	date-added = {2019-04-22 11:45:34 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal and Information Processing over Networks, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	number = {1},
	pages = {63-77},
	title = {Online distributed learning over graphs with multitask graph-filter models},
	url_paper = {Articles/hua2019online.pdf},
	volume = {6},
	year = {2020}}

@article{nassif2019multitask,
	author = {Nassif, Roula and Richard, Cédric and Chen, Jie and Sayed, Ali H.},
	date-added = {2019-04-22 11:42:56 +0200},
	date-modified = {2024-02-16 14:16:49 +0100},
	journal = {Signal Processing Magazine, IEEE},
	keywords = {sensor networks: distributed learning},
	number = {3},
	pages = {14-25},
	title = {Multitask learning over graphs: an approach for distributed, streaming machine learning},
	url_paper = {Articles/nassif2019multitask.pdf},
	volume = {37},
	year = {2020}}

@article{jin2019affine,
	author = {Jin, Danqi and Chen, Jie and Richard, Cédric and Sayed, Ali H.},
	date-added = {2019-04-22 11:40:35 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	number = {1},
	pages = {2087-2104},
	title = {Affine combination of diffusion strategies over networks},
	url_arxiv = {https://arxiv.org/abs/2002.03209},
	volume = {68},
	year = {2020}}

@inproceedings{song2019joint,
	author = {Song, Yingying and Djermoune, El-Hadi and Chen, Jie and Richard, Cédric and Brie, David},
	booktitle = {Signal Processing (EUSIPCO), 26th European Conference on},
	date-added = {2019-10-26 06:39:38 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Joint unmixing-deconvolution algorithms for hyperspectral images},
	url_paper = {Articles/song2019joint.pdf},
	year = {2019}}

@inproceedings{ferrari2019distributed,
	author = {Ferrari, André and Richard, Cédric and Verduci, Louis},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2019 IEEE International Workshop on},
	date-added = {2019-09-19 12:08:42 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Distributed change detection in streaming graph signals},
	url_paper = {Articles/ferrari2019distributed.pdf},
	year = {2019}}

@article{hua2019learning,
	author = {Hua, Fei and Richard, Cédric and Chen, Jie and Wang, Haiyan and Borgnat, Pierre and Goncalves, Paulo},
	date-added = {2019-05-01 06:42:21 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing Letters, IEEE},
	keywords = {graph signal processing},
	number = {12},
	pages = {1912-1916},
	title = {Learning combination of graph filters for graph signal modeling},
	url_paper = {Articles/hua2019learning.pdf},
	volume = {26},
	year = {2019}}

@inproceedings{almeida2019nondestructive,
	author = {Almeida, Sergio Jose Melo de and Bermudez, Jose-Carlos M. and Chen, Jie and Richard, Cédric and Gallo, Betty},
	booktitle = {Signal Processing (EUSIPCO), 26th European Conference on},
	date-added = {2019-04-22 11:59:01 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {machine learning},
	title = {Non-destructive prediction of pork meat degradation using a stacked autoencoder classifier on hyperspectral images},
	url_paper = {Articles/almeida2019nondestructive.pdf},
	year = {2019}}

@inproceedings{moscu2019apprentissage,
	author = {Moscu, Mircea and Nassif, Roula and Hua, Fei and Richard, Cédric},
	booktitle = {Actes du 27e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2019-04-22 11:54:15 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {graph signal processing},
	title = {Apprentissage distribué de la topologie d'un graphe à partir de signaux temporels sur graphe},
	url_paper = {Articles/moscu2019apprentissage.pdf},
	year = {2019}}

@inproceedings{song2019separation,
	author = {Song, Yingying and Djermoune, El-Hadi and Chen, Jie and Richard, Cédric and Brie, David},
	booktitle = {Actes du 27e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2019-04-22 11:52:41 +0200},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Séparation et déconvolution conjointes d'images hyperspectrales},
	url_paper = {Articles/song2019separation.pdf},
	year = {2019}}

@inproceedings{moscu2019distributed,
	author = {Moscu, Mircea and Nassif, Roula and Hua, Fei and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 26th European Conference on},
	date-added = {2018-10-30 19:52:11 +0100},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {graph signal processing},
	title = {Learning causal networks topology from streaming graph signals},
	url_paper = {Articles/moscu2019distributed.pdf},
	year = {2019}}

@article{nassif2018regularization,
	author = {Nassif, Roula and Vlaski, Stefan and Richard, Cédric and Sayed, Ali H.},
	date-added = {2018-08-16 09:39:59 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing Letters, IEEE},
	keywords = {graph signal processing},
	number = {2},
	pages = {297-301},
	title = {A regularization framework for learning over multitask graphs},
	url_paper = {Articles/nassif2018regularization.pdf},
	volume = {26},
	year = {2019}}

@article{borsoi2018fast,
	author = {Borsoi, Ricardo and Imbiriba, Tales and Bermudez, Jose-Carlos M. and Richard, Cédric},
	date-added = {2018-08-16 09:33:28 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {IEEE Geoscience and Remote Sensing Letters},
	keywords = {hyperspectral data unmixing},
	number = {4},
	pages = {598-602},
	title = {A fast multiscale spatial regularization for sparse hyperspectral unmixing},
	url_code = {https://github.com/ricardoborsoi/MUA_SparseUnmixing},
	url_paper = {Articles/borsoi2018fast.pdf},
	volume = {16},
	year = {2019}}

@article{song2018online,
	author = {Song, Yingying and Djermoune, El-Hadi and Chen, Jie and Richard, Cédric and Brie, David},
	date-added = {2018-03-19 09:10:08 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {SIAM Journal on Imaging Sciences},
	keywords = {hyperspectral data unmixing},
	number = {1},
	pages = {54-86},
	title = {Online deconvolution for industrial hyperspectral imaging systems},
	url_paper = {Articles/song2018online.pdf},
	volume = {12},
	year = {2019}}

@inproceedings{bouchikhi2019kernel,
	author = {Bouchikhi, Ikram and Ferrari, André and Richard, Cédric and Bourrier, Anthony and Bernot, Marc},
	booktitle = {Signal Processing (EUSIPCO), 26th European Conference on},
	date-added = {2018-01-15 08:39:39 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {online learning},
	title = {Kernel based online change point detection},
	url_paper = {Articles/bouchikhi2019kernel.pdf},
	year = {2019}}

@article{harrane2017reducing,
	author = {Harrane, Ibrahim El Khalil and Flamary, Rémi and Richard, Cédric},
	date-added = {2017-11-18 15:44:40 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal and Information Processing over Networks, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	number = {1},
	pages = {100-112},
	title = {On reducing the communication cost of the diffusion LMS algorithm},
	url_paper = {Articles/harrane2017reducing.pdf},
	volume = {5},
	year = {2019}}

@inproceedings{bouchikhi2018nonparametric,
	author = {Bouchikhi, Ikram and Ferrari, André and Richard, Cédric and Bourrier, Anthony and Bernot, Marc},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2018 IEEE},
	date-added = {2018-10-30 19:54:48 +0100},
	date-modified = {2023-10-15 10:21:54 +0200},
	keywords = {change-point detection},
	title = {Non-parametric online change-point detection with kernel LMS by relative density ratio estimation},
	url_paper = {Articles/bouchikhi2018nonparametric.pdf},
	year = {2018}}

@inproceedings{dolet2018quantification,
	author = {Dolet, Aneline and Ammanouil, Rita and Grenier, Thomas and Richard, Cédric and Tortoli, Piero and Vray, Didier and Varray, Francois},
	booktitle = {Ultrasonics, 2018 IEEE International Symposium},
	date-added = {2018-05-01 16:20:02 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Quantification of multispectral photoacoustic images: unsupervised unmixing methods comparison},
	year = {2018}}

@inproceedings{hua2018decentralized,
	author = {Hua, Fei and Nassif, Roula and Richard, Cédric and Wang, Haiyan and Sayed, Ali H.},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2018 Fifty Second Asilomar Conference on},
	date-added = {2018-05-01 16:15:58 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {graph signal processing},
	title = {Decentralized clustering for node-variant graph filtering with graph diffusion LMS},
	url_paper = {Articles/hua2018decentralized.pdf},
	year = {2018}}

@book{cooperative2018djuric,
	author = {Djuric, Petar M. and Richard, Cédric},
	date-added = {2018-03-30 07:56:37 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {graph signal processing},
	publisher = {Academic Press},
	title = {Cooperative and Graph Signal Processing: Principles and Applications},
	url_paper = {https://www.elsevier.com/books/cooperative-and-graph-signal-processing/djuric/978-0-12-813677-5},
	year = {2018}}

@inproceedings{harrane2018random,
	author = {Harrane, Ibrahim El Khalil and Flamary, Rémi and Richard, Cédric and Couillet, Romain},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2018 Fifty Second Asilomar Conference on},
	date-added = {2018-03-19 09:32:08 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Random matrix theory for diffusion LMS analysis},
	year = {2018}}

@inproceedings{hua2018preconditioned,
	author = {Hua, Fei and Nassif, Roula and Richard, Cédric and Wang, Haiyan and Sayed, Ali H.},
	booktitle = {Signal Processing (EUSIPCO), 25th European Conference on},
	date-added = {2018-02-28 07:29:58 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {graph signal processing},
	title = {A preconditioned graph diffusion LMS for adaptive graph signal processing},
	url_paper = {Articles/hua2018preconditioned.pdf},
	year = {2018}}

@inbook{chen2018multitask,
	author = {Chen, Jie and Richard, Cédric and Ting, Shang Kee and Sayed, Ali H.},
	date-added = {2018-02-01 10:49:35 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	editor = {Djuric, Petar M. and Richard, Cédric},
	keywords = {sensor networks: distributed learning},
	publisher = {Academic Press},
	title = {Multitask learning over adaptive networks with grouping strategies},
	year = {2018}}

@inproceedings{koppel2018decentralized,
	author = {Koppel, Alec and Paternain, Santiago and Richard, Cédric and Ribeiro, Alejandro},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2018 Fifty Second Asilomar Conference on},
	date-added = {2017-11-18 16:06:10 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Decentralized online nonparametric learning},
	url_paper = {Articles/koppel2018decentralized.pdf},
	year = {2018}}

@inproceedings{ammanouil2017ada,
	author = {Ammanouil, Rita and Ferrari, André and Richard, Cédric},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2018 IEEE International Conference on},
	date-added = {2017-11-18 15:57:17 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Ada-pt: an adaptive parameter tuning strategy based on weighted Stein unbiased risk estimator},
	url_paper = {Articles/ammanouil2017ada.pdf},
	year = {2018}}

@inproceedings{nassif2018distributed,
	author = {Nassif, Roula and Richard, Cédric and Chen, Jie and Sayed, Ali H.},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2018 IEEE International Conference on},
	date-added = {2017-11-18 15:52:47 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Distributed diffusion adaptation over graph signals},
	url_paper = {Articles/nassif2018distributed.pdf},
	year = {2018}}

@inproceedings{jin2017adaptive,
	author = {Jin, Danqi and Chen, Jie and Richard, Cédric and Chen, Jingdong},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2018 IEEE International Conference on},
	date-added = {2017-10-16 15:58:52 +0000},
	date-modified = {2023-10-15 10:30:48 +0200},
	keywords = {adaptive filtering with constraints},
	title = {Adaptive parameters adjustment for group reweighted zero-attracting LMS},
	url_paper = {Articles/jin2017adaptive.pdf},
	year = {2018}}

@article{jin2017model,
	author = {Jin, Danqi and Chen, Jie and Richard, Cédric and Chen, Jingdong},
	date-added = {2017-09-11 09:09:23 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing},
	keywords = {adaptive filtering with constraints},
	pages = {373-383},
	title = {Model-driven online parameter adjustement for zero-attracting LMS},
	url_paper = {Articles/jin2017model.pdf},
	volume = {152},
	year = {2018}}

@article{koppel2017decentralized2,
	author = {Koppel, Alec and Paternain, Santiago and Richard, Cédric and Ribeiro, Alejandro},
	date-added = {2017-06-03 07:57:22 +0000},
	date-modified = {2023-10-15 10:01:07 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	number = {12},
	pages = {3240-3255},
	title = {Decentralized online learning with kernels},
	url_code = {Matlab/koppel2017decentralized2.zip},
	url_paper = {Articles/koppel2017decentralized2.pdf},
	volume = {66},
	year = {2018}}

@inproceedings{nassif2017graph,
	author = {Nassif, Roula and Richard, Cédric and Chen, Jie and Sayed, Ali H.},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2017 Fiftyth Oneth Asilomar Conference on},
	date-added = {2017-11-22 18:16:20 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {A graph diffusion LMS strategy for adaptive graph signal processing},
	url_paper = {Articles/nassif2017graph.pdf},
	year = {2017}}

@inproceedings{koppel2017decentralized,
	author = {Koppel, Alec and Paternain, Santiago and Richard, Cédric and Ribeiro, Alejandro},
	booktitle = {Signal and Information Processing (GlobalSIP), 2017 IEEE Global Conference on},
	date-added = {2017-10-11 01:06:00 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Decentralized efficient nonparametric stochastic optimization},
	url_paper = {Articles/koppel2017decentralized.pdf},
	year = {2017}}

@inproceedings{dolet2017unmixing,
	author = {Dolet, Aneline and Ammanouil, Rita and Varray, Francois and Liu, Yubin and Yuan, Zhen and Tortoli, Piero and Ferrari, André and Richard, Cédric and Vray, Didier},
	booktitle = {Actes du 26e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2017-09-11 09:16:53 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Unmixing of multispectral photoacoustic images},
	url_paper = {Articles/dolet2017unmixing.pdf},
	year = {2017}}

@inproceedings{mourya2017adaptive,
	author = {Mourya, Rahul and Bianchi, Pascal and Salim, Adil and Richard, Cédric},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2017 IEEE International Workshop on},
	date-added = {2017-08-14 10:49:15 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {An adaptive distributed asynchronous algorithm with application to target localization},
	url_paper = {Articles/mourya2017adaptive.pdf},
	year = {2017}}

@inproceedings{hua2017penalty,
	address = {Curacao},
	author = {Hua, Fei and Nassif, Roula and Richard, Cédric and Wang, Haiyan},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2017 IEEE International Workshop on},
	date-added = {2017-08-14 10:40:52 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	pages = {433-437},
	title = {Penalty-based multitask estimation with non-local linear equality constraints},
	url_paper = {Articles/hua2017penalty.pdf},
	year = {2017}}

@inproceedings{nassif2017filtrage,
	author = {Nassif, Roula and Richard, Cédric and Chen, Jie and Couillet, Romain and Borgnat, Pierre},
	booktitle = {Actes du 26e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2017-04-30 16:05:21 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {graph signal processing},
	title = {Filtrage LMS sur graphe. Algorithme et analyse},
	url_paper = {Articles/nassif2017filtrage.pdf},
	year = {2017}}

@inproceedings{song2017deconvolution,
	author = {Song, Yingying and Djermoune, El-Hadi and Chen, Jie and Richard, Cédric and Brie, David},
	booktitle = {Actes du 26e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2017-04-30 15:56:30 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Déconvolution en ligne d’images hyperspectrales pour les imageurs de type pushbroom},
	url_paper = {Articles/song2017deconvolution.pdf},
	year = {2017}}

@inproceedings{hua2017penalty2,
	author = {Hua, Fei and Nassif, Roula and Richard, Cédric and Wang, Haiyan and Huang, Jianguo},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2017 Fifty Oneth Asilomar Conference on},
	date-added = {2017-04-30 15:49:21 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Penalty-based multitask distributed adaptation over networks with constraints},
	url_paper = {Articles/hua2017penalty2.pdf},
	year = {2017}}

@inproceedings{pedrosa2017design,
	author = {Pedrosa, Pedro and Bermudez, Jose-Carlos M. and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 25th European Conference on},
	date-added = {2017-04-30 15:45:35 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {A design methodology for the Gaussian KLMS algorithm},
	url_paper = {Articles/pedrosa2017design.pdf},
	year = {2017}}

@inproceedings{mourya2017distributed,
	author = {Mourya, Rahul and Ferrari, André and Flamary, Rémi and Bianchi, Pascal and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 25th European Conference on},
	date-added = {2017-04-30 15:42:36 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Distributed approach for deblurring large images with shift-variant blur},
	url_paper = {Articles/mourya2017distributed.pdf},
	year = {2017}}

@inproceedings{song2017online,
	author = {Song, Yingying and Djermoune, El-Hadi and Chen, Jie and Richard, Cédric and Brie, David},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2017 IEEE International Workshop on},
	date-added = {2017-04-30 15:36:51 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Online deconvolution for pushbroom hyperspectral imaging systems},
	url_paper = {Articles/song2017online.pdf},
	year = {2017}}

@inbook{scardapane2017adaptation,
	author = {Scardapane, Simone and Chen, Jie and Richard, Cédric},
	chapter = {Adaptation and learning over networks for nonlinear system modeling},
	date-added = {2017-04-28 13:19:42 +0000},
	date-modified = {2024-11-04 07:09:39 +0100},
	editor = {Comminiello, D. and Principe, J. C.},
	keywords = {kernel adaptive filtering},
	publisher = {Elsevier Publishing},
	title = {Adaptive learning methods for nonlinear system modeling},
	url_paper = {Articles/scardapane2017adaptation.pdf},
	year = {2017}}

@article{nassif2016diffusion1,
	author = {Nassif, Roula and Richard, Cédric and Ferrari, André and Sayed, Ali H.},
	date-added = {2016-10-11 07:00:22 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	number = {19},
	pages = {4979 - 4993},
	title = {Diffusion LMS for multitask problems with local linear equality constraints},
	url_paper = {Articles/nassif2016diffusion1.pdf},
	volume = {65},
	year = {2017}}

@article{chen2016multitask,
	author = {Chen, Jie and Richard, Cédric and Sayed, Ali H.},
	date-added = {2016-06-17 09:15:08 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Journal of Selected Topics in},
	keywords = {sensor networks: distributed learning},
	number = {3},
	pages = {563-579},
	title = {Multitask diffusion adaptation over networks with common latent representations},
	url_paper = {Articles/chen2016multitask.pdf},
	volume = {11},
	year = {2017}}

@article{ammanouil2016nonlinear,
	author = {Ammanouil, Rita and Ferrari, André and Richard, Cédric and Mathieu, Sandrine},
	date-added = {2016-05-11 15:20:02 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Image Processing, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	number = {1},
	pages = {340-354},
	title = {Nonlinear unmixing of hyperspectral data with vector-valued kernel functions},
	url_code = {https://github.com/rammanouil/NonlinearUnmixingVector},
	url_paper = {Articles/ammanouil2016nonlinear.pdf},
	volume = {26},
	year = {2017}}

@article{imbiriba2016band,
	author = {Imbiriba, Tales and Bermudez, Jose-Carlos M. and Richard, Cédric},
	date-added = {2016-02-29 21:15:51 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Image Processing, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	number = {5},
	pages = {2179-2191},
	title = {Band selection for nonlinear unmixing of hyperspectral images as maximal click problem},
	url_code = {https://github.com/talesim/clique_BS},
	url_paper = {Articles/imbiriba2016band.pdf},
	volume = {26},
	year = {2017}}

@article{chen2016transient,
	author = {Chen, Jie and Richard, Cédric and Song, Yingying and Brie, David},
	date-added = {2016-08-24 17:38:31 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing Letters, IEEE},
	keywords = {adaptive filtering with constraints},
	number = {12},
	pages = {1786-1790},
	title = {Transient performance analysis of zero-attracting LMS},
	url_code = {Matlab/chen2016transient.zip},
	url_paper = {http://arxiv.org/pdf/1608.07046v1.pdf},
	volume = {23},
	year = {2016}}

@inproceedings{chen2016robust,
	author = {Chen, Jie and Richard, Cédric},
	booktitle = {Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International},
	date-added = {2016-08-10 09:21:12 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Robust nonlinear unmixing of hyperspectral images with a linear-mixture/nonlinear-fluctuation model},
	url_paper = {Articles/chen2016robust.pdf},
	year = {2016}}

@inproceedings{harrane2016doubly,
	author = {Harrane, Ibrahim El Khalil and Flamary, Rémi and Richard, Cédric},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2016 Fiftyth Asilomar Conference on},
	date-added = {2016-06-18 08:38:21 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Doubly compressed diffusion LMS over adaptive networks},
	url_code = {Matlab/harrane2016doubly.zip},
	url_paper = {Articles/harrane2016doubly.pdf},
	year = {2016}}

@inproceedings{nassif2016distributed,
	author = {Nassif, Roula and Richard, Cédric and Ferrari, André and Sayed, Ali H.},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2016 Fiftyth Asilomar Conference on},
	date-added = {2016-06-18 08:35:47 +0000},
	date-modified = {2022-04-07 16:49:07 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Distributed learning over multitask networks with linearly related tasks},
	url_paper = {Articles/nassif2016distributed.pdf},
	year = {2016}}

@inproceedings{harrane2016toward,
	author = {Harrane, Ibrahim El Khalil and Flamary, Rémi and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 24th European Conference on},
	date-added = {2016-02-28 20:39:04 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Toward privacy-preserving diffusion strategies for adaptation and learning over networks},
	url_paper = {Articles/harrane2016toward.pdf},
	year = {2016}}

@inproceedings{ammanouil2016spatial,
	author = {Ammanouil, Rita and Ferrari, André and Richard, Cédric and Tourneret, Jean-Yves},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2016 IEEE},
	date-added = {2016-02-28 20:34:05 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Spatial regularization for nonlinear unmixing of hyperspectral data with vector-valued kernel functions},
	url_paper = {ammanouil2016spatial.pdf},
	year = {2016}}

@inproceedings{nassif2016diffusion,
	author = {Nassif, Roula and Richard, Cédric and Chen, Jie and Ferrari, André and Sayed, Ali H.},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on},
	date-added = {2015-10-02 13:58:05 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Diffusion LMS over multitask networks with noisy links},
	url_paper = {Articles/nassif2016diffusion.pdf},
	year = {2016}}

@inproceedings{ammanouil2016unsupervised,
	author = {Ammanouil, Rita and Ferrari, André and Richard, Cédric},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on},
	date-added = {2015-10-02 13:54:31 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Unsupervised neighbor dependent nonlinear unmixing},
	url_paper = {Articles/ammanouil2016unsupervised.pdf},
	year = {2016}}

@inproceedings{chen2016group,
	author = {Chen, Jie and Ting, Shang Kee and Richard, Cédric and Sayed, Ali H.},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on},
	date-added = {2015-09-20 15:19:48 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Group diffusion LMS},
	url_paper = {Articles/chen2016group.pdf},
	year = {2016}}

@article{nassif2015proximal,
	author = {Nassif, Roula and Richard, Cédric and Ferrari, André and Sayed, Ali H.},
	date-added = {2015-09-04 09:56:18 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	number = {23},
	pages = {6329-6344},
	title = {Proximal multitask learning over networks with sparsity-inducing coregularization},
	url_paper = {Articles/nassif2015proximal.pdf},
	volume = {64},
	year = {2016}}

@article{chen2015reweighted,
	author = {Chen, Jie and Richard, Cédric and Bermudez, Jose-Carlos M.},
	date-added = {2015-08-23 20:13:09 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal processing},
	keywords = {adaptive filtering with constraints},
	pages = {131-141},
	title = {Reweighted nonnegative least-mean-square algorithm},
	url_code = {Matlab/chen2015reweighted.zip},
	url_paper = {Articles/chen2015reweighted.pdf},
	volume = {128},
	year = {2016}}

@article{imbiriba2016nonparametric,
	author = {Imbiriba, Tales and Bermudez, Jose-Carlos M. and Richard, Cédric and Tourneret, Jean-Yves},
	date-added = {2015-03-16 17:27:58 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Image Processing, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	number = {3},
	pages = {1136-1151},
	title = {Nonparametric detection of nonlinearly mixed pixels and endmember estimation in hyperspectral images},
	url_code = {Matlab/imbiriba2015nonparametric.zip},
	url_paper = {Articles/imbiriba2015nonparametric.pdf},
	volume = {25},
	year = {2016}}

@article{halimi2015estimating,
	author = {Halimi, Abderrahim and Honeine, Paul and Kharouf, Malika and Richard, Cédric and Tourneret, Jean-Yves},
	date-added = {2015-01-22 10:21:54 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Geoscience and Remote Sensing, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	number = {7},
	pages = {3811-3821},
	title = {Estimating the intrinsic dimension of hyperspectral images using a noise-whitened eigengap approach},
	url_code = {Matlab/halimi2015estimating.zip},
	url_paper = {http://arxiv.org/abs/1501.05552},
	volume = {54},
	year = {2016}}

@article{nassif2015multitask1,
	author = {Nassif, Roula and Richard, Cédric and Ferrari, André and Sayed, Ali H.},
	date-added = {2014-12-04 21:10:36 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	number = {11},
	pages = {2835-2850},
	title = {Multitask diffusion adaptation over asynchronous networks},
	url_paper = {http://arxiv.org/abs/1412.1798},
	volume = {64},
	year = {2016}}

@article{ni2015stochastic,
	author = {Ni, Jingen and Yang, Jian and Chen, Jie and Richard, Cédric and Bermudez, Jose-Carlos M.},
	date-added = {2014-10-23 12:28:37 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing},
	keywords = {adaptive filtering with constraints},
	pages = {18-27},
	title = {Stochastic behavior of the nonnegative least mean fourth algorithm for stationary gaussian inputs and slow learning},
	url_paper = {Articles/ni2015stochastic.pdf},
	volume = {128},
	year = {2016}}

@inproceedings{gao2015diffusion,
	author = {Gao, Wei and Chen, Jie and Richard, Cédric and Huang, Jianguo},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2015 IEEE International Workshop on},
	date-added = {2015-05-31 17:59:43 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Diffusion adaptation over networks with kernel least-mean-square},
	url_paper = {Articles/gao2015diffusion.pdf},
	year = {2015}}

@inproceedings{ammanouil2015modele,
	author = {Ammanouil, Rita and Ferrari, André and Richard, Cédric},
	booktitle = {Actes du 25e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2015-03-29 10:59:25 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Modèle non-linéaire et semi-paramétrique pour le démélange non-supervisé d'images hyperspectrales},
	url_paper = {Articles/ammanouil2015modele.pdf},
	year = {2015}}

@inproceedings{nassif2015estimation,
	author = {Nassif, Roula and Ferrari, André and Richard, Cédric},
	booktitle = {Actes du 25e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2015-03-20 23:07:17 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Estimation distribuée sur les réseaux multitâches en présence d'échanges d'informations bruitées},
	url_paper = {Articles/nassif2015estimation.pdf},
	year = {2015}}

@inproceedings{halimi2015estimation,
	author = {Halimi, Abderrahim and Honeine, Paul and Kharouf, Malika and Richard, Cédric and Tourneret, Jean-Yves},
	booktitle = {Actes du 25e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2015-03-19 11:52:40 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Estimation de la dimension intrinsèque des images hyperspectrales à l'aide d'un modèle à variances isolées},
	url_paper = {Articles/halimi2015estimation.pdf},
	year = {2015}}

@inproceedings{imbiriba2015band,
	author = {Imbiriba, Tales and Bermudez, Jose-Carlos M. and Richard, Cédric and Tourneret, Jean-Yves},
	booktitle = {Signal Processing (EUSIPCO), 23rd European Conference on},
	date-added = {2015-03-03 12:55:31 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Band selection in RKHS for fast nonlinear unmixing of hyperspectral images},
	url_paper = {http://arxiv.org/abs/1503.02090},
	year = {2015}}

@inproceedings{ammanouil2015hyperspectral,
	author = {Ammanouil, Rita and Ferrari, André and Richard, Cédric},
	booktitle = {Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2015 7th Workshop on},
	date-added = {2015-02-03 14:50:36 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	pages = {1-4},
	title = {Hyperspectral data unmixing with graph-based regularization},
	url_paper = {Articles/ammanouil2015hyperspectral.pdf},
	year = {2015}}

@inbook{bermudez2015kernel,
	author = {Bermudez, Jose-Carlos M. and Honeine, Paul and Tourneret, Jean-Yves and Richard, Cédric},
	date-added = {2015-01-11 11:24:24 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	editor = {Nascimento, Vitor H.},
	journal = {CRC},
	keywords = {kernel adaptive filtering},
	pages = {1-23},
	publisher = {CRC Press},
	title = {Kernel-based nonlinear signal processing},
	url_paper = {Articles/bermudez2015kernel.pdf},
	year = {2015}}

@inproceedings{takizawa2015analysis,
	author = {Takizawa, Masa-aki and Yukawa, Masahiro and Richard, Cédric},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on},
	date-added = {2014-10-06 09:53:20 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {A stochastic behavior analysis of stochastic restricted-gradient descent algorithm in reproducing kernel Hilbert spaces},
	url_paper = {http://arxiv.org/pdf/1410.3595v1.pdf},
	year = {2015}}

@inproceedings{ammanouil2015graph,
	author = {Ammanouil, Rita and Ferrari, André and Richard, Cédric},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on},
	date-added = {2014-10-05 10:19:46 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {A graph Laplacian regularization for hyperspectral data unmixing},
	url_code = {Matlab/ammanouil2015graph.zip},
	url_paper = {Articles/ammanouil2015graph.pdf},
	year = {2015}}

@inproceedings{chen2015steady,
	author = {Chen, Jie and Bermudez, Jose-Carlos M. and Richard, Cédric},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on},
	date-added = {2014-10-05 06:19:39 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {adaptive filtering with constraints},
	title = {Steady-state performance of non-negative least-mean-square algorithm and its variants},
	year = {2015}}

@inproceedings{gao2015convergence,
	author = {Gao, Wei and Chen, Jie and Richard, Cédric and Bermudez, Jose-Carlos M. and Huang, Jianguo},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on},
	date-added = {2014-10-05 06:16:21 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {Convergence analysis of the augmented complex KLMS algorithm with pre-tuned dictionary},
	url_paper = {Articles/gao2015convergence.pdf},
	year = {2015}}

@inproceedings{nassif2015multitask,
	author = {Nassif, Roula and Richard, Cédric and Ferrari, André and Sayed, Ali H.},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on},
	date-added = {2014-10-05 06:09:25 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Multitask diffusion LMS with sparsity-based regularization},
	url_paper = {Articles/nassif2015multitask.pdf},
	year = {2015}}

@article{chen2015diffusion,
	author = {Chen, Jie and Richard, Cédric and Sayed, Ali H.},
	date-added = {2014-04-24 08:44:00 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	number = {11},
	pages = {2733-2748},
	title = {Diffusion LMS over multitask networks},
	url_paper = {Articles/chen2015diffusion.pdf},
	volume = {63},
	year = {2015}}

@inproceedings{chen2015adaptive,
	author = {Chen, Jie and Richard, Cédric and Sayed, Ali H.},
	booktitle = {Signal Processing (EUSIPCO), 23rd European Conference on},
	date-added = {2014-01-30 16:10:37 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Adaptive clustering for multitask diffusion networks},
	url_paper = {Articles/chen2015adaptive.pdf},
	year = {2015}}

@inbook{snoussi2015kernel,
	author = {Snoussi, Hichem and Honeine, Paul and Richard, Cédric},
	chapter = {Kernel variational approach for target tracking in a wireless sensor network},
	date-added = {2014-01-06 07:54:41 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	editor = {Giovannelli, Jean-François and Idier, Jérôme},
	keywords = {sensor networks: variational filtering},
	number = {10},
	publisher = {Wiley},
	title = {Regularization and bayesian methods for inverse problems in signal and image processing},
	year = {2015}}

@inproceedings{chen2014diffusion,
	author = {Chen, Jie and Richard, Cédric and Sayed, Ali H.},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
	date-added = {2016-09-26 08:26:38 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Diffusion LMS for clustered multitask networks},
	url_paper = {Articles/chen2014diffusion.pdf},
	year = {2014}}

@inproceedings{chen2014diffusion3,
	author = {Chen, Jie and Richard, Cédric and Hero, Alfred O. and Sayed, Ali H.},
	booktitle = {Machine Learning for Signal Processing (MLSP), 2014 IEEE International Workshop on},
	date-added = {2014-05-16 15:06:59 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Diffusion LMS for multitask problems with overlapping hypothesis subspaces},
	url_paper = {Articles/chen2014diffusion3.pdf},
	year = {2014}}

@inproceedings{nassif2014performance,
	author = {Nassif, Roula and Richard, Cédric and Ferrari, André and Sayed, Ali H.},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2014 Forty Eighth Asilomar Conference on},
	date-added = {2014-04-28 20:46:14 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Performance analysis of multitask diffusion adaptation over asynchronous networks},
	url_paper = {Articles/nassif2014performance.pdf},
	year = {2014}}

@inproceedings{gao2014convex,
	author = {Gao, Wei and Richard, Cédric and Bermudez, Jose-Carlos M. and Huang, Jianguo},
	booktitle = {Machine Learning for Signal Processing (MLSP), 2014 IEEE International Workshop on},
	date-added = {2014-04-25 21:28:07 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {Convex combination of kernel adaptive filters},
	url_paper = {Articles/gao2014convex.pdf},
	year = {2014}}

@inproceedings{ferrari2014distributed,
	author = {Ferrari, André and Mary, David and Flamary, Rémi and Richard, Cédric},
	booktitle = {Sensor Array and Multichannel Signal Processing (SAM), 2014 IEEE Workshop on},
	date-added = {2014-04-14 16:13:09 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Distributed image reconstruction for very large arrays in radio astronomy},
	url_paper = {Articles/ferrari2014distributed.pdf},
	year = {2014}}

@inproceedings{ammanouil2014glup,
	author = {Ammanouil, Rita and Ferrari, André and Richard, Cédric and Mary, David},
	booktitle = {Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2014 6th Workshop on},
	date-added = {2014-03-10 18:54:00 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	pages = {1-4},
	title = {GLUP: Yet another algorithm for blind unmixing of hyperspectral data},
	url_code = {Matlab/ammanouil2014glup.zip},
	url_paper = {Articles/ammanouil2014glup.pdf},
	year = {2014}}

@article{ammanouil2014blind,
	author = {Ammanouil, Rita and Ferrari, André and Richard, Cédric and Mary, David},
	date-added = {2014-03-03 02:08:25 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Image Processing, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	number = {12},
	pages = {5510-5518},
	title = {Blind and fully constrained unmixing of hyperspectral images},
	url_paper = {Articles/ammanouil2014blind.pdf},
	volume = {23},
	year = {2014}}

@article{hamie2014decentralized,
	author = {Jihad Hamie and Benoit Denis and Cédric Richard},
	date-added = {2013-12-12 07:57:45 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Journal on Mobile Networks and Applications},
	keywords = {sensor networks: on-body devices},
	number = {6},
	pages = {698-706},
	title = {Decentralized positioning algorithm for relative nodes localization in wireless body area networks},
	url_paper = {Articles/hamie2014decentralized.pdf},
	volume = {19},
	year = {2014}}

@inproceedings{imbiriba2014detection,
	author = {Imbiriba, Tales and Bermudez, Jose-Carlos M. and Tourneret, Jean-Yves and Richard, Cédric},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
	date-added = {2013-11-05 00:36:48 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Detection of nonlinear mixtures using Gaussian processes: Application to hyperspectral imaging},
	url_paper = {Articles/imbiriba2014detection.pdf},
	year = {2014}}

@article{chen2014steady,
	author = {Chen, Jie and Bermudez, Jose-Carlos M. and Richard, Cédric},
	date-added = {2013-10-31 16:25:44 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing Letters, IEEE},
	keywords = {adaptive filtering with constraints},
	number = {8},
	pages = {928-932},
	title = {Steady-state performance of non-negative least-mean-square algorithm and its variants},
	url_code = {Matlab/chen2014steady.zip},
	url_paper = {Articles/chen2014steady.pdf},
	volume = {21},
	year = {2014}}

@inproceedings{chen2014nonlinear,
	author = {Chen, Jie and Richard, Cédric and Hero, Alfred O.},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
	date-added = {2013-10-31 16:09:12 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Nonlinear unmixing of hyperspectral images using a semiparametric model and spatial regularization},
	url_paper = {Articles/chen2014nonlinear.pdf},
	year = {2014}}

@article{chen2014multitask,
	author = {Chen, Jie and Richard, Cédric and Sayed, Ali H.},
	date-added = {2013-10-31 12:11:56 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {sensor networks: distributed learning},
	number = {16},
	pages = {4129-4144},
	title = {Multitask diffusion adaptation over networks},
	url_paper = {http://arxiv.org/abs/1311.4894},
	volume = {62},
	year = {2014}}

@article{gao2014online,
	author = {Gao, Wei and Chen, Jie and Richard, Cédric and Huang, Jianguo},
	date-added = {2013-06-22 10:33:36 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {kernel adaptive filtering},
	number = {11},
	pages = {2765-2777},
	title = {Online dictionary learning for kernel LMS},
	url_paper = {Articles/gao2014online.pdf},
	volume = {62},
	year = {2014}}

@article{chen2014variants,
	author = {Chen, Jie and Richard, Cédric and Bermudez, Jose-Carlos M. and Honeine, Paul},
	date-added = {2013-04-03 17:01:09 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {adaptive filtering with constraints},
	number = {15},
	pages = {3990-4005},
	publisher = {IEEE},
	title = {Variants of non-negative least-mean-square algorithm and convergence analysis},
	url_code = {Matlab/chen2014steady.zip},
	url_paper = {Articles/chen2014variants.pdf},
	volume = {62},
	year = {2014}}

@article{chen2014nonlinear2,
	author = {Chen, Jie and Richard, Cédric and Honeine, Paul},
	date-added = {2013-04-03 16:56:03 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Geoscience and Remote Sensing, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	number = {5},
	pages = {2654-2665},
	publisher = {IEEE},
	title = {Nonlinear estimation of material abundances in hyperspectral images with L1-norm spatial regularization},
	url_code = {Matlab/chen2014nonlinear2.zip},
	url_paper = {Articles/chen2014nonlinear2.pdf},
	volume = {52},
	year = {2014}}

@article{dobigeon2014nonlinear,
	author = {Dobigeon, Nicolas and Tourneret, Jean-Yves and Richard, Cédric and Bermudez, Jose-Carlos M. and McLaughlin, Stephen and Hero, Alfred O.},
	date-added = {2013-04-03 16:52:43 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing Magazine, IEEE},
	keywords = {hyperspectral data unmixing},
	number = {1},
	pages = {82-94},
	publisher = {IEEE},
	title = {Nonlinear unmixing of hyperspectral images: Models and algorithms},
	url_paper = {Articles/dobigeon2014nonlinear.pdf},
	volume = {31},
	year = {2014}}

@inproceedings{chen2014convergence,
	author = {Chen, Jie and Gao, Wei and Richard, Cédric and Bermudez, Jose-Carlos M.},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
	date-added = {2013-04-03 16:42:38 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {Convergence analysis of kernel LMS algorithm with pre-tuned dictionary},
	url_code = {Matlab/chen2014convergence.zip},
	url_paper = {Articles/chen2014convergence.pdf},
	year = {2014}}

@inbook{snoussi2013methodes,
	author = {Snoussi, Hichem and Honeine, Paul and Richard, Cédric},
	chapter = {Approche variationnelle à noyau pour le suivi de cibles dans un réseau de capteurs sans fil},
	date-added = {2015-02-03 22:43:43 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	edition = {Lavoisier},
	editor = {Giovannelli, Jean-François and Idier, Jérôme},
	journal = {Traité IC2},
	number = {10},
	publisher = {Hermès},
	title = {Méthodes d'inversion appliquées au traitement du signal et de l'image},
	url_paper = {Articles/snoussi2013methodes.pdf},
	year = {2013}}

@inproceedings{hamie2013joint,
	author = {Jihad Hamie and Benoit Denis and Cédric Richard},
	booktitle = {Positioning Navigation and Communication (WPNC), 2013 10th Workshop on},
	date-added = {2013-12-12 07:59:45 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: on-body devices},
	title = {Joint motion capture and navigation in heterogeneous body area networks with distance estimation over neighborhood graph},
	year = {2013}}

@article{hamie2013onbody,
	author = {Jihad Hamie and Benoit Denis and Raffaele D’Errico and Cédric Richard},
	date-added = {2013-12-09 22:14:16 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Journal of Ambient Intelligence and Humanized Computing},
	keywords = {sensor networks: on-body devices},
	title = {On-body TOA-based ranging error model for motion capture. Applications within wearable UWB networks},
	url_paper = {Articles/hamie2013onbody.pdf},
	year = {2013}}

@inproceedings{gao2013kernel,
	author = {Gao, Wei and Chen, Jie and Richard, Cédric and Huang, Jianguo and Flamary, Rémi},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on},
	date-added = {2013-10-31 11:57:44 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {Kernel LMS algorithm with forward-backward splitting for dictionary learning},
	url_code = {Matlab/gao2013kernel.zip},
	url_paper = {Articles/gao2013kernel.pdf},
	year = {2013}}

@inproceedings{chainais2013learning,
	author = {Chainais, Pierre and Richard, Cédric},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2013 IEEE International Workshop on},
	date-added = {2013-07-24 07:55:10 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Learning a common dictionary over a sensor network},
	url_paper = {Articles/chainais2013learning.pdf},
	year = {2013}}

@inproceedings{chen2013performance,
	author = {Chen, Jie and Richard, Cédric},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2013 IEEE International Workshop on},
	date-added = {2013-07-19 08:15:11 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Performance analysis of diffusion LMS in multitask networks},
	url_paper = {Articles/chen2013performance.pdf},
	year = {2013}}

@inproceedings{lecomte2013one,
	author = {Lecomte, Sébastien and Lengelle, Régis and Richard, Cédric and Capman, Francois and Ravera, Bertrand},
	booktitle = {Actes du 24e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2013-04-04 08:31:02 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {One-class SVM sans biais},
	url_paper = {Articles/lecomte2013one.pdf},
	year = {2013}}

@inproceedings{saide2013adaptation,
	author = {Saidé, Chafic and Honeine, Paul and Lengellé, Régis and Richard, Cédric and Achkar, Roger},
	booktitle = {Actes du 24e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2013-04-04 08:25:35 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {Adaptation en ligne d'un dictionnaire pour les méthodes à noyau},
	url_paper = {Articles/saide2013adaptation.pdf},
	year = {2013}}

@inproceedings{chen2013identification,
	author = {Chen, Jie and Richard, Cédric and Bermudez, Jose-Carlos M. and Honeine, Paul},
	booktitle = {Actes du 24e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2013-04-04 08:22:48 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {adaptive filtering with constraints},
	title = {Identification en ligne avec régularisation L1. Algorithme et analyse de convergence en environnement non-stationnaire},
	url_paper = {Articles/chen2013identification.pdf},
	year = {2013}}

@inproceedings{ferrari2013group,
	author = {Ferrari, André and Richard, Cédric and Mary, David},
	booktitle = {Actes du 24e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2013-04-04 08:21:13 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Group Lasso avec contraintes de positivité et de somme unité pour le démélange non-supervisé des images hyperspectrales},
	url_paper = {Articles/ferrari2013group.pdf},
	year = {2013}}

@inproceedings{chainais2013distributed,
	author = {Chainais, Pierre and Richard, Cédric},
	booktitle = {Apprentissage Automatique (CAP), Conférence Francophone sur},
	date-added = {2013-04-04 08:05:47 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Distributed dictionary learning over a sensor network},
	url_paper = {http://arxiv.org/abs/1304.3568},
	year = {2013}}

@inproceedings{chen2013nonstationary,
	author = {Chen, Jie and Richard, Cédric and Bermudez, Jose-Carlos M.},
	booktitle = {Signal Processing (EUSIPCO), 21th European Conference on},
	date-added = {2013-04-04 08:03:39 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {adaptive filtering with constraints},
	title = {Non-stationary analysis of the convergence of the non-negative least-mean-square algorithm},
	url_paper = {Articles/chen2013nonstationary.pdf},
	year = {2013}}

@inproceedings{honeine2013constrained,
	author = {Honeine, Paul and Lantéri, Henri and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 21th European Conference on},
	date-added = {2013-04-04 07:59:29 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Constrained Kaczmarz's cyclic projections for unmixing hyperspectral data},
	url_paper = {Articles/honeine2013constrained.pdf},
	year = {2013}}

@inproceedings{chen2013estimating,
	author = {Chen, Jie and Richard, Cédric and Honeine, Paul},
	booktitle = {Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2013 5rd Workshop on},
	date-added = {2013-04-04 06:56:47 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	pages = {1-4},
	title = {Estimating abundance fractions of materials in hyperspectral images by fitting a post-nonlinear mixing model},
	url_paper = {Articles/chen2013estimating.pdf},
	year = {2013}}

@inproceedings{chen2013nonlinear1,
	author = {Chen, Jie and Richard, Cédric and Ferrari, André and Honeine, Paul},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on},
	date-added = {2013-04-03 16:38:37 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	organization = {IEEE},
	title = {Nonlinear unmixing of hyperspectral data with partially linear least-squares support vector regression},
	url_paper = {Articles/chen2013nonlinear1.pdf},
	year = {2013}}

@article{chen2013nonlinear,
	author = {Chen, Jie and Richard, Cédric and Honeine, Paul},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	number = {2},
	pages = {480-492},
	publisher = {IEEE},
	title = {Nonlinear unmixing of hyperspectral data based on a linear-mixture/nonlinear-fluctuation model},
	url_code = {Matlab/chen2013nonlinear.zip},
	url_paper = {Articles/chen2013nonlinear.pdf},
	volume = {61},
	year = {2013}}

@article{honeine2013approches,
	author = {Honeine, Paul and Richard, Cédric and Nguyen, Nguyen Hoang},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Traitement du Signal},
	keywords = {hyperspectral data unmixing},
	number = {1-2},
	pages = {61-86},
	publisher = {Lavoisier},
	title = {Approches géométriques pour l'estimation des fractions d'abondance en traitement de données hyperspectales. Extensions aux modèles de mélange non-linéaires},
	url_paper = {Articles/honeine2013approches.pdf},
	volume = {30},
	year = {2013}}

@inbook{nguyen2013supervised,
	author = {Nguyen, Nguyen Hoang and Chen, Jie and Richard, Cédric and Honeine, Paul and Theys, Céline},
	date-modified = {2022-04-07 16:34:39 +0200},
	editor = {Mary, David and Theys, Céline and Aime, Claude},
	journal = {EAS Publications Series},
	keywords = {hyperspectral data unmixing},
	pages = {417-437},
	publisher = {EDP Sciences},
	title = {Supervised nonlinear unmixing of hyperspectral images using a pre-image method},
	url_paper = {Articles/nguyen2013supervised.pdf},
	volume = {59},
	year = {2013}}

@inbook{theys2013sgm,
	author = {Theys, Céline and Lantéri, Henri and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	editor = {Mary, David and Theys, Céline and Aime, Claude},
	journal = {EAS Publications Series},
	keywords = {hyperspectral data unmixing},
	pages = {357-379},
	publisher = {EDP Sciences},
	title = {SGM to solve NMF. Application to hyperspectral data},
	url_paper = {Articles/theys2013sgm.pdf},
	volume = {59},
	year = {2013}}

@inbook{lanteri2013constrained,
	author = {Lantéri, Henri and Theys, Céline and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	editor = {Mary, David and Theys, Céline and Aime, Claude},
	journal = {EAS Publications Series},
	keywords = {hyperspectral data unmixing},
	pages = {303-324},
	publisher = {EDP Sciences},
	title = {Constrained minimization algorithms},
	url_paper = {Articles/lanteri2013constrained.pdf},
	volume = {59},
	year = {2013}}

@article{mourad2012robust1,
	author = {Mourad, Farah and Snoussi, Hichem and Kieffer, Michel and Richard, Cédric},
	date-added = {2016-04-07 20:03:04 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {International Journal of Distributed Sensor Networks},
	keywords = {sensor networks: interval-based analysis},
	pages = {1-7},
	title = {Robust interval-based localization algorithms for mobile sensor networks},
	url_paper = {http://www.hindawi.com/journals/ijdsn/2012/303895/cta/},
	year = {2012}}

@article{parreira2012stochastic,
	author = {Parreira, Wemerson D. and Bermudez, Jose-Carlos M. and Richard, Cédric and Tourneret, Jean-Yves},
	date-added = {2013-04-02 16:16:42 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {kernel adaptive filtering},
	number = {5},
	pages = {2208-2222},
	publisher = {IEEE},
	title = {Stochastic behavior analysis of the Gaussian kernel least-mean-square algorithm},
	url_code = {Matlab/parreira2012stochastic.zip},
	url_paper = {Articles/parreira2012stochastic.pdf},
	volume = {60},
	year = {2012}}

@inproceedings{chen2012nonlinear,
	author = {Chen, Jie and Richard, Cédric and Honeine, Paul},
	booktitle = {Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2012 4rd Workshop on},
	date-added = {2013-04-02 14:18:04 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	pages = {1-4},
	title = {Nonlinear unmixing of hyperspectral images with multi-kernel learning},
	url_paper = {Articles/chen2012nonlinear.pdf},
	year = {2012}}

@article{mourad2012controlled,
	author = {Mourad, Farah and Chehade, Hicham and Snoussi, Hichem and Yalaoui, Farouk and Amodeo, Lionel and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Mobile Computing, IEEE Transactions on},
	keywords = {sensor networks: interval-based analysis},
	number = {8},
	pages = {1261-1273},
	publisher = {IEEE},
	title = {Controlled mobility sensor networks for target tracking using ant colony optimization},
	url_paper = {Articles/mourad2012controlled.pdf},
	volume = {11},
	year = {2012}}

@inproceedings{amblard2012gaussian,
	author = {Amblard, Pierre-Olivier and Michel, Olivier J. J. and Richard, Cédric and Honeine, Paul},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {testing signal stationarity/causality},
	organization = {IEEE},
	pages = {3357-3360},
	title = {A Gaussian process regression approach for testing Granger causality between time series data},
	url_paper = {Articles/amblard2012gaussian.pdf},
	year = {2012}}

@article{honeine2012geometric,
	author = {Honeine, Paul and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Geoscience and Remote Sensing, IEEE Transactions on},
	keywords = {hyperspectral data unmixing},
	number = {6},
	pages = {2185-2195},
	publisher = {IEEE},
	title = {Geometric unmixing of large hyperspectral images: A barycentric coordinate approach},
	url_paper = {Articles/honeine2012geometric.pdf},
	volume = {50},
	year = {2012}}

@inproceedings{amblard2012kernelizing,
	author = {Amblard, Pierre-Olivier and Vincent, Rémi and Michel, Olivier J. J. and Richard, C},
	booktitle = {Machine Learning for Signal Processing (MLSP), 2012 IEEE International Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {testing signal stationarity/causality},
	organization = {IEEE},
	pages = {1-6},
	title = {Kernelizing Geweke's measures of granger causality},
	url_paper = {Articles/amblard2012kernelizing.pdf},
	year = {2012}}

@article{teng2012prediction,
	author = {Teng, Jing and Snoussi, Hichem and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Wireless Communications and Mobile Computing},
	keywords = {sensor networks: variational filtering},
	number = {9},
	pages = {797-812},
	publisher = {John Wiley and Sons, Ltd.},
	title = {Prediction-based cluster management for target tracking in wireless sensor networks},
	url_paper = {Articles/teng2012prediction.pdf},
	volume = {12},
	year = {2012}}

@inproceedings{noumir2012one,
	author = {Noumir, Zineb and Honeine, Paul and Richard, Cédric},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2012 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {classification: one-class and multiclass},
	organization = {IEEE},
	pages = {600-603},
	title = {One-class machines based on the coherence criterion},
	url_paper = {Articles/noumir2012one.pdf},
	year = {2012}}

@inproceedings{mourad2012robust,
	author = {Mourad, Farah and Snoussi, Hichem and Kieffer, Michel and Richard, Cédric},
	booktitle = {16th IFAC Symposium on System Identification},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: interval-based analysis},
	pages = {1097-1102},
	title = {Robust bounded-error tracking in wireless sensor networks},
	url_paper = {Articles/mourad2012robust.pdf},
	year = {2012}}

@article{honeine2012multiclass,
	author = {Honeine, Paul and Noumir, Zineb and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing},
	keywords = {classification: one-class and multiclass},
	number = {5},
	pages = {1013-1026},
	publisher = {Elsevier},
	title = {Multiclass classification machines with the complexity of a single binary classifier},
	url_paper = {Articles/honeine2012multiclass.pdf},
	volume = {93},
	year = {2012}}

@inproceedings{kallas2012prediction,
	author = {Kallas, Maya and Honeine, Paul and Richard, Cédric and Francis, Clovis and Amoud, Hassan},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {2185-2188},
	title = {Prediction of time series using Yule-Walker equations with kernels},
	url_paper = {Articles/kallas2012prediction.pdf},
	year = {2012}}

@inproceedings{abelli2012adaptive,
	author = {Abelli, Andrea and Ferrari, André and Monaco, Salvatore and Richard, Cédric},
	booktitle = {American Control Conference (ACC), 2012},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	organization = {IEEE},
	pages = {202-207},
	title = {Adaptive inverse control using kernel identification},
	url_paper = {Articles/abelli2012adaptive.pdf},
	year = {2012}}

@inproceedings{noumir2012kernels,
	author = {Noumir, Zineb and Honeine, Paul and Richard, Cédric},
	booktitle = {Machine Learning for Signal Processing (MLSP), 2012 IEEE International Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {1-6},
	title = {Kernels for time series of exponential decay/growth processes},
	url_paper = {Articles/noumir2012kernels.pdf},
	year = {2012}}

@inproceedings{nguyen2012hyperspectral,
	author = {Nguyen, Hoang Nguyen and Richard, Cédric and Honeine, Paul and Theys, Céline},
	booktitle = {Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	organization = {IEEE},
	pages = {3086-3089},
	title = {Hyperspectral image unmixing using manifold learning methods derivations and comparative tests},
	url_paper = {Articles/nguyen2012hyperspectral.pdf},
	year = {2012}}

@misc{snoussi2012system,
	author = {Snoussi, Hichem and Richard, Cédric and Honeine, Paul},
	date-modified = {2022-04-07 16:34:39 +0200},
	note = {EP Patent 2,419,754},
	title = {System and method for locating a target using a tranceiver array},
	year = {2012}}

@inproceedings{noumir2012simple,
	author = {Noumir, Zineb and Honeine, Paul and Richard, Cédric},
	booktitle = {Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {classification: one-class and multiclass},
	organization = {IEEE},
	pages = {2022-2026},
	title = {On simple one-class classification methods},
	url_paper = {Articles/noumir2012simple.pdf},
	year = {2012}}

@inbook{borgnat2012time,
	author = {Borgnat, Pierre and Flandrin, Patrick and Richard, Cédric and Ferrari, André and Amoud, Hassan and Honeine, Paul},
	chapter = {Time-frequency learning machines for nonstationarity detection using surrogates},
	date-modified = {2022-04-07 16:34:39 +0200},
	editor = {Michael J. Way and Jeffrey D. Scargle and Kamal M. Ali and Ashok N. Srivastava},
	keywords = {testing signal stationarity/causality},
	pages = {487-503},
	publisher = {CRC Press, Taylor and Francis Group},
	title = {Advances in Machine Learning and Data Mining for Astronomy},
	url_paper = {Articles/borgnat2012time.pdf},
	volume = {1},
	year = {2012}}

@inproceedings{kallas2012modeling,
	author = {Kallas, Maya and Francis, Clovis and Honeine, Paul and Amoud, Hassan and Richard, Cédric},
	booktitle = {Telecommunications (ICT), 2012 19th International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {1-5},
	title = {Modeling electrocardiogram using Yule-Walker equations and kernel machines},
	url_paper = {Articles/kallas2012modeling.pdf},
	year = {2012}}

@article{mansouri2012routing,
	author = {Mansouri, Majdi and Lyes, Khoukhi and Snoussi, Hichem and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Wireless Sensor Networks and Energy Efficiency: Protocols, Routing, and Management},
	keywords = {sensor networks: variational filtering},
	pages = {396--417},
	publisher = {IGI Global Snippet},
	title = {Routing optimization and secure target tracking in distributed wireless sensor networks},
	url_paper = {Articles/mansouri2012routing.pdf},
	year = {2012}}

@article{mansouri2012multi,
	author = {Mansouri, Majdi and Hnaien, Faicel and Nounou, Hazem and Nounou, Mohamed and Snoussi, Hichem and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Journal of Communication and Computer},
	keywords = {sensor networks: variational filtering},
	pages = {1195-1205},
	title = {Multi-objective optimization for target tracking in quantized sensor networks},
	volume = {9},
	year = {2012}}

@inproceedings{chen2012prediction,
	author = {Chen, Jie and Richard, Cédric and Honeine, Paul and Tourneret, Jean-Yves},
	booktitle = {Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {2407-2410},
	title = {Prediction of rain attenuation series based on discretized spectral model},
	url_paper = {Articles/chen2012prediction.pdf},
	year = {2012}}

@inproceedings{saide2012dictionary,
	author = {Saidé, Chafic and Lengellé, Régis and Honeine, Paul and Richard, Cédric and Achkar, Roger},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2012 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	organization = {IEEE},
	pages = {604-607},
	title = {Dictionary adaptation for online prediction of time series data with kernels},
	url_paper = {Articles/saide2012dictionary.pdf},
	year = {2012}}

@article{teng2012distributed,
	author = {Teng, Jing and Snoussi, Hichem and Richard, Cédric and Zhou, Rong},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Vehicular Technology, IEEE Transactions on},
	keywords = {sensor networks: variational filtering},
	number = {5},
	pages = {2305-2318},
	publisher = {IEEE},
	title = {Distributed variational filtering for simultaneous sensor localization and target tracking in wireless sensor networks},
	url_paper = {Articles/teng2012distributed.pdf},
	volume = {61},
	year = {2012}}

@inproceedings{noumir2012online,
	author = {Noumir, Zineb and Honeine, Paul and Richard, Cédric},
	booktitle = {Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {classification: one-class and multiclass},
	organization = {IEEE},
	pages = {664-668},
	title = {Online one-class machines based on the coherence criterion},
	url_paper = {Articles/noumir2012online.pdf},
	year = {2012}}

@inproceedings{hamie2012constrained,
	author = {Hamie, Jihad and Denis, Benoît and Richard, Cédric},
	booktitle = {Sensors, 2012 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: on-body devices},
	organization = {IEEE},
	pages = {1-4},
	title = {Constrained decentralized algorithm for the relative localization of wearable wireless sensor nodes},
	url_paper = {Articles/hamie2012constrained.pdf},
	year = {2012}}

@inproceedings{huang2012multi,
	author = {Huang, Jianguo and Gao, Wei and Richard, Cédric},
	booktitle = {OCEANS, 2012},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {1-5},
	title = {Multi-channel differencing adaptive noise cancellation based on kernel-based normalized least-mean-square algorithm},
	year = {2012}}

@inproceedings{hamie2012empirical,
	author = {Hamie, Jihad and Denis, Benoît and D'Errico, Roberto and Richard, Cédric},
	booktitle = {7th International Conference on Body Area Networks (BodyNets)},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: on-body devices},
	organization = {ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)},
	pages = {139-144},
	title = {Empirical modeling of intra-ban ranging errors based on ir-uwb toa estimation},
	url_paper = {Articles/hamie2012empirical.pdf},
	year = {2012}}

@inproceedings{hamie2012nodes,
	author = {Hamie, Jihad and Denis, Benoît and Richard, Cédric},
	booktitle = {7th International Conference on Body Area Networks (BodyNets)},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: on-body devices},
	organization = {ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering)},
	pages = {100-105},
	title = {Nodes updates censoring and scheduling in constrained decentralized positioning for large-scale motion capture based on wireless body area networks},
	url_paper = {Articles/hamie2012nodes.pdf},
	year = {2012}}

@inproceedings{richard2012closed,
	author = {Richard, Cédric and Bermudez, Jose-Carlos M.},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2012 Conference Record of the Forty Sixth Asilomar Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {Closed-form conditions for convergence of the Gaussian kernel-least-mean-square algorithm},
	url_code = {Matlab/richard2012closed.zip},
	url_paper = {Articles/richard2012closed.pdf},
	year = {2012}}

@inproceedings{lanteri2011minimisation,
	author = {Lantéri, Henri and Theys, Céline and Richard, Cédric},
	booktitle = {Actes du 23e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-added = {2013-04-21 13:51:53 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Minimisation d'une forme générale de divergence sous contrainte de non-négativité Application à la factorisation en matrices non-négatives},
	url_paper = {Articles/lanteri2011minimisation.pdf},
	year = {2011}}

@article{flandrin2011stationnarite,
	author = {Flandrin, Patrick and Richard, Cédric and Amblard, Pierre-Olivier and Borgnat, Pierre and Honeine, Paul and Amoud, Hassan and Ferrari, André and Xiao, Jun and Moghtaderi, Azadeh and Ramirez-Cobo, Pepa},
	date-added = {2013-04-02 16:39:28 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Traitement du signal},
	keywords = {testing signal stationarity/causality},
	number = {6},
	pages = {691-716},
	publisher = {Lavoisier},
	title = {Stationnarité relative et approches connexes},
	url_paper = {Articles/flandrin2011stationnarite.pdf},
	volume = {28},
	year = {2011}}

@article{honeine2011preimage,
	author = {Honeine, Paul and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing Magazine, IEEE},
	keywords = {manifold learning},
	number = {2},
	pages = {77-88},
	publisher = {IEEE},
	title = {Preimage problem in kernel-based machine learning},
	url_paper = {Articles/honeine2011preimage.pdf},
	volume = {28},
	year = {2011}}

@inproceedings{parreira2011stochastic,
	author = {Parreira, Wemerson D. and Bermudez, Jose-Carlos M. and Richard, Cédric and Tourneret, Jean-Yves},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	pages = {4116-4119},
	publisher = {IEEE},
	title = {Stochastic behavior analysis of the Gaussian kernel least-mean-square algorithm},
	url_paper = {Articles/parreira2011stochastic.pdf},
	year = {2011}}

@article{mansouri2011channel,
	author = {Mansouri, M and Snoussi, H and Richard, C},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Wireless Sensor Systems, IET},
	keywords = {sensor networks: variational filtering},
	number = {1},
	pages = {7-14},
	publisher = {IET},
	title = {Channel estimation and multiple target tracking in wireless sensor networks based on quantised proximity sensors},
	volume = {1},
	year = {2011}}

@article{mourad2011robust1,
	author = {Mourad, Farah and Snoussi, Hichem and Abdallah, Fahed and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Vehicular Technology, IEEE Transactions on},
	keywords = {sensor networks: interval-based analysis},
	number = {4},
	pages = {1799-1811},
	publisher = {IEEE},
	title = {A robust localization algorithm for mobile sensors using belief functions},
	url_paper = {Articles/mourad2011robust1.pdf},
	volume = {60},
	year = {2011}}

@article{chen2011nonnegative,
	author = {Chen, Jie and Richard, Cédric and Bermudez, Jose-Carlos M. and Honeine, Paul},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {adaptive filtering with constraints},
	number = {11},
	pages = {5225-5235},
	publisher = {IEEE},
	title = {Nonnegative least-mean-square algorithm},
	url_code = {Matlab/chen2011nonnegative.m},
	url_paper = {Articles/chen2011nonnegative.pdf},
	volume = {59},
	year = {2011}}

@article{teng2011collaborative,
	author = {Teng, Jing and Snoussi, Hichem and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {International Journal of Systems Science},
	keywords = {sensor networks: variational filtering},
	number = {9},
	pages = {1427-1443},
	publisher = {Taylor and Francis},
	title = {Collaborative multi-target tracking in wireless sensor networks},
	url_paper = {Articles/teng2011collaborative.pdf},
	volume = {42},
	year = {2011}}

@article{honeine2011closed,
	author = {Honeine, Paul and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Journal of Signal Processing Systems},
	keywords = {manifold learning},
	number = {3},
	pages = {289-299},
	publisher = {Springer US},
	title = {A closed-form solution for the pre-image problem in kernel-based machines},
	url_paper = {Articles/honeine2011closed.pdf},
	volume = {65},
	year = {2011}}

@inproceedings{chen2011novel,
	author = {Chen, Jie and Richard, Cédric and Honeine, Paul},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	organization = {IEEE},
	pages = {1898-1902},
	title = {A novel kernel-based nonlinear unmixing scheme of hyperspectral images},
	url_code = {Matlab/chen2011novel.m},
	url_paper = {Articles/chen2011novel.pdf},
	year = {2011}}

@article{mourad2011interval1,
	author = {Mourad, Farah and Snoussi, Hichem and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Aerospace and Electronic Systems, IEEE Transactions on},
	keywords = {sensor networks: interval-based analysis},
	number = {4},
	pages = {2897-2910},
	publisher = {IEEE},
	title = {Interval-based localization using RSSI comparison in MANETs},
	url_paper = {Articles/mourad2011interval1.pdf},
	volume = {47},
	year = {2011}}

@inproceedings{lecomte2011abnormal,
	author = {Lecomte, Sébastien and Lengellé, Régis and Richard, Cédric and Capman, F and Ravera, B},
	booktitle = {Advanced Video and Signal-Based Surveillance (AVSS), 2011 8th IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {124-129},
	title = {Abnormal events detection using unsupervised One-Class SVM-Application to audio surveillance and evaluation},
	url_paper = {Articles/lecomte2011abnormal.pdf},
	year = {2011}}

@inproceedings{kallas2011non,
	author = {Kallas, Maya and Honeine, Paul and Richard, Cédric and Francis, Clovis and Amoud, Hassan},
	booktitle = {Signal Processing (EUSIPCO), European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Non-negative pre-image in machine learning for pattern recognition},
	url_paper = {Articles/kallas2011non.pdf},
	year = {2011}}

@inproceedings{noumir2011multi,
	author = {Noumir, Zineb and Honeine, Paul and Richard, Cédric},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2011 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {classification: one-class and multiclass},
	organization = {IEEE},
	pages = {277-280},
	title = {Multi-class least squares classification at binary-classification complexity},
	url_paper = {Articles/noumir2011multi.pdf},
	year = {2011}}

@inproceedings{mansouri2011quantized-1,
	author = {Mansouri, Majdi and Khoukhi, Lyes and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Wireless Communications and Mobile Computing Conference (IWCMC), 2011 7th International},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {1837-1842},
	title = {Quantized variational filtering for target tracking and relay localization in sensor networks},
	year = {2011}}

@inproceedings{noumir2011classification,
	author = {Noumir, Zineb and Honeine, Paul and Richard, Cédric},
	booktitle = {Actes du 23e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Classification multi-classes au prix d'un classifieur binaire},
	url_paper = {Articles/noumir2011classification.pdf},
	year = {2011}}

@inproceedings{mourad2011single,
	author = {Mourad, Farah and Chehade, Hicham and Snoussi, Hichem and Yalaoui, Farouk and Amodéo, Lionel and Richard, Cédric},
	booktitle = {Systems, Signal Processing and their Applications (WOSSPA), 2011 7th International Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: interval-based analysis},
	organization = {IEEE},
	pages = {371-374},
	title = {A single-target tracking algorithm in controlled mobility sensor networks},
	url_paper = {Articles/mourad2011single.pdf},
	year = {2011}}

@article{laanaya2011learning,
	author = {Laanaya, Hicham and Abdallah, Fahed and Snoussi, Hichem and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Pattern Recognition Letters},
	keywords = {classification: one-class and multiclass},
	number = {13},
	pages = {1511-1515},
	publisher = {Elsevier},
	title = {Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold},
	url_paper = {Articles/laanaya2011learning.pdf},
	volume = {32},
	year = {2011}}

@article{mourad2011robust,
	author = {Mourad, Farah and Snoussi, Hichem and Kieffer, Michel and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {International Journal of Distributed Sensor Networks},
	keywords = {sensor networks: interval-based analysis},
	publisher = {Hindawi Publishing Corporation},
	title = {Robust interval-based localization algorithms for mobile sensor networks},
	url_paper = {Articles/mourad2011robust.pdf},
	volume = {2012},
	year = {2011}}

@inproceedings{lanteri2011regularized,
	author = {Lantéri, Henri and Theys, Céline and Richard, Cédric and Mary, David},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {1133-1136},
	title = {Regularized split gradient method for nonnegative matrix factorization},
	url_paper = {Articles/lanteri2011regularized.pdf},
	year = {2011}}

@inproceedings{kallas2011kernel,
	author = {Kallas, Maya and Honeine, Paul and Richard, Cédric and Francis, Clovis and Amoud, Hassan},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2011 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {281-284},
	title = {Kernel-based autoregressive modeling with a pre-image technique},
	url_paper = {Articles/kallas2011kernel.pdf},
	year = {2011}}

@inproceedings{chen2011gradient,
	author = {Chen, Jie and Richard, Cédric and Lantéri, Henri and Theys, Céline and Honeine, Paul},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2011 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	organization = {IEEE},
	pages = {301-304},
	title = {A gradient based method for fully constrained least-squares unmixing of hyperspectral images},
	url_paper = {Articles/chen2011gradient.pdf},
	year = {2011}}

@inproceedings{lecomte2011machines,
	author = {Lecomte, Sébastien and Richard, Cédric and Lengellé, Régis and Capman, Francois and Ravera, Bertrand},
	booktitle = {Actes du 23e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Machines à vecteur de support 1-classe (OC-SVM) pour la détection non supervisée d'événements sonores anormaux},
	url_paper = {Articles/lecomte2011machines.pdf},
	year = {2011}}

@inproceedings{mourad2011self,
	author = {Mourad, Farah and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Small Workshop on Interval Methods (SWIM), 2011},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: interval-based analysis},
	title = {Self-localization and target tracking in mobile sensor networks},
	url_paper = {Articles/mourad2011self.pdf},
	year = {2011}}

@inproceedings{mansouri2011robust,
	author = {Mansouri, Majdi and Hnaien, Faicel and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2011 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {69-72},
	title = {Robust distributed target tracking in Wireless Sensor Networks based on multi-objective optimization},
	year = {2011}}

@inproceedings{chen2011modified,
	author = {Chen, Jie and Richard, Cédric and Bermudez, Jose-Carlos M. and Honeine, Paul},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {adaptive filtering with constraints},
	organization = {IEEE},
	pages = {542-546},
	title = {A modified non-negative LMS algorithm and its stochastic behavior analysis},
	url_code = {Matlab/chen2011modified.m},
	url_paper = {Articles/chen2011modified.pdf},
	year = {2011}}

@article{mansouri2011quantized,
	author = {Mansouri, Majdi and Snoussi, Hichem and Teng, Jing and Ilham, Ouachani and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Visual Information Processing in Wireless Sensor Networks: Technology, Trends, and Applications},
	keywords = {sensor networks: variational filtering},
	pages = {224},
	publisher = {IGI Global Snippet},
	title = {Quantized variational filtering for bayesian inference in wireless sensor networks},
	url_paper = {Articles/mansouri2011quantized.pdf},
	year = {2011}}

@inproceedings{mourad2011interval,
	author = {Mourad, Farah and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Wireless Communications and Mobile Computing Conference (IWCMC), 2011 7th International},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: interval-based analysis},
	organization = {IEEE},
	pages = {1843-1848},
	title = {Interval-based localization for mobile sensors in low-anchors density networks},
	url_paper = {Articles/mourad2011interval.pdf},
	year = {2011}}

@inproceedings{lanteri2011nonnegative,
	author = {Lantéri, Henri and Theys, Céline and Richard, Cédric},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2011 IEEE International Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {97-100},
	title = {Nonnegative matrix factorization with regularization and sparsity-enforcing terms},
	url_paper = {Articles/lanteri2011nonnegative.pdf},
	year = {2011}}

@inproceedings{borgnat2011transitional,
	author = {Borgnat, Pierre and Flandrin, Patrick and Ferrari, André and Richard, Cédric},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {testing signal stationarity/causality},
	organization = {IEEE},
	pages = {3600-3603},
	title = {Transitional surrogates},
	url_paper = {Articles/borgnat2011transitional.pdf},
	year = {2011}}

@inproceedings{honeine2011approches,
	author = {Honeine, Paul and Richard, Cédric},
	booktitle = {Actes du 23e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Approches géométriques pour l'estimation des fractions d'abondance en traitement de données hyperspectales},
	url_paper = {Articles/honeine2011approches.pdf},
	year = {2011}}

@inproceedings{richard2011filtrage,
	author = {Richard, Cédric and Chen, Jie and Bermudez, Jose-Carlos M. and Honeine, Paul},
	booktitle = {Actes du 23e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {adaptive filtering with constraints},
	title = {Filtrage adaptatif avec contrainte de non-négativité. Principes de l'algorithme NN-LMS et modèle de convergence},
	url_paper = {Articles/richard2011filtrage.pdf},
	year = {2011}}

@inproceedings{chen2011nouveau,
	author = {Chen, Jie and Richard, Cédric and Honeine, Paul},
	booktitle = {Actes du 23e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	title = {Un nouveau paradigme pour le démélange non-linéaire des images hyperspectrales},
	url_paper = {Articles/chen2011nouveau.pdf},
	year = {2011}}

@inproceedings{mansouri2011optimal,
	author = {Mansouri, Majdi and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Wireless Communications and Mobile Computing Conference (IWCMC), 2011 7th International},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {1849-1853},
	title = {Optimal path selection for quantized target tracking in distributed sensor networks},
	url_paper = {Articles/mansouri2011optimal.pdf},
	year = {2011}}

@inproceedings{lecomte2011one,
	author = {Lecomte, Sébastien and Lengellé, Régis and Richard, Cédric and Capman, Francois},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2011 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {489-492},
	title = {One Class Support Vector Machines for audio abnormal events detection},
	url_paper = {Articles/lecomte2011one.pdf},
	year = {2011}}

@inproceedings{chen2011online,
	author = {Chen, Jie and Richard, Cédric and Lantéri, Henri and Theys, Céline and Honeine, Paul},
	booktitle = {Signal Processing (EUSIPCO), 19th European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {adaptive filtering with constraints},
	title = {Online system identification under non-negativity and l1-norm constraints. Algorithm and weight behavior analysis},
	url_paper = {Articles/chen2011online.pdf},
	year = {2011}}

@article{mansouri2011adaptive,
	author = {Mansouri, Majdi and Ilham, Ouachani and Snoussi, Hichem and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Wireless Networks},
	keywords = {sensor networks: variational filtering},
	number = {7},
	pages = {1625-1639},
	publisher = {Springer US},
	title = {Adaptive quantized target tracking in wireless sensor networks},
	url_paper = {Articles/mansouri2011adaptive.pdf},
	volume = {17},
	year = {2011}}

@inproceedings{kallas2011modele,
	author = {Kallas, Maya and Honeine, Paul and Richard, Cédric and Francis, Clovis and Amoud, Hassan},
	booktitle = {Actes du 23e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Modèle autorégressif non-linéaire à noyau : une première approche},
	url_paper = {Articles/kallas2011modele.pdf},
	year = {2011}}

@inproceedings{parreira2011steady,
	author = {Parreira, Wemerson D. and Bermudez, Jose-Carlos M. and Richard, Cédric and Tourneret, Jean-Yves},
	booktitle = {Signal Processing (EUSIPCO), 19th European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	pages = {121-125},
	title = {Steady-state behavior and design of the gaussian KLMS algorithm},
	url_paper = {Articles/parreira2011steady.pdf},
	year = {2011}}

@inproceedings{mansouri2009optimal,
	author = {Mansouri, Majdi and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Maxent},
	date-added = {2013-04-04 08:40:59 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	title = {Optimal path and sensor selection for target tracking in wireless sensor networks},
	year = {2010}}

@inproceedings{ferrari2010transductive,
	author = {Ferrari, André and Richard, Cédric and Smith, Isabelle and Theys, Céline},
	booktitle = {Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International},
	date-added = {2013-04-04 07:12:19 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Transductive kernel matrix learning with hierarchic Bayesian model. Application to hyperspectral Imaging.},
	year = {2010}}

@inproceedings{lui2010nonlinear,
	author = {Liu, Weifeng and Richard, Cédric and Principe, José and Haykin, Simon},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2010 Forty Fourth Asilomar Conference on},
	date-added = {2013-04-03 16:04:03 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {Non-linear adaptive filtering with kernel functions: an overview},
	url_paper = {Articles/lui2010nonlinear.pdf},
	year = {2010}}

@article{honeine2010decentralized,
	author = {Honeine, Paul and Richard, Cédric and Bermudez, Jose-Carlos M. and Chen, Jie and Snoussi, Hichem},
	date-added = {2013-04-03 08:53:13 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	doi = {10.1155/2010/627372},
	issn = {1687-1499},
	journal = {EURASIP Journal on Wireless Communications and Networking},
	keywords = {sensor networks: distributed learning},
	number = {1},
	pages = {1687-1499},
	title = {A decentralized approach for nonlinear prediction of time series data in sensor networks},
	url_paper = {Articles/honeine2010decentralized.pdf},
	volume = {2010},
	year = {2010},
	bdsk-url-1 = {https://doi.org/10.1155/2010/627372}}

@article{borgnat2010testing,
	author = {Borgnat, Pierre and Flandrin, Patrick and Honeine, Paul and Richard, Cédric and Xiao, Jun},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {testing signal stationarity/causality},
	number = {7},
	pages = {3459-3470},
	publisher = {IEEE},
	title = {Testing stationarity with surrogates: A time-frequency approach},
	url_paper = {Articles/borgnat2010testing.pdf},
	volume = {58},
	year = {2010}}

@article{teng2010decentralized,
	author = {Teng, Jing and Snoussi, Hichem and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Mobile Computing, IEEE Transactions on},
	keywords = {sensor networks: variational filtering},
	number = {10},
	pages = {1465-1477},
	publisher = {IEEE},
	title = {Decentralized variational filtering for target tracking in binary sensor networks},
	url_paper = {Articles/teng2010decentralized.pdf},
	volume = {9},
	year = {2010}}

@inproceedings{richard2010statistical,
	author = {Richard, Cédric and Ferrari, André and Amoud, Hassan and Honeine, Paul and Flandrin, Patrick and Borgnat, Pierre},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {testing signal stationarity/causality},
	organization = {IEEE},
	pages = {3666-3669},
	title = {Statistical hypothesis testing with time-frequency surrogates to check signal stationarity},
	url_paper = {Articles/richard2010statistical.pdf},
	year = {2010}}

@inproceedings{lanteri2010split,
	author = {Lantéri, Henri and Theys, Céline and Richard, Cédric and Févotte, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 18th European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	publisher = {EURASIP},
	title = {Split gradient method for nonnegative matrix factorization},
	url_paper = {Articles/lanteri2010split.pdf},
	year = {2010}}

@inproceedings{chen2010system,
	author = {Chen, Jie and Richard, Cédric and Honeine, Paul and Lantéri, Henri and Theys, Céline},
	booktitle = {Signal Processing (EUSIPCO), 18th European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {adaptive filtering with constraints},
	title = {System identification under non-negativity constraints},
	url_paper = {Articles/chen2010system.pdf},
	year = {2010}}

@inproceedings{kallas2010nonlinear,
	author = {Kallas, Maya and Honeine, Paul and Richard, Cédric and Amoud, Hassan and Francis, Clovis},
	booktitle = {Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {3642-3645},
	title = {Nonlinear feature extraction using kernel principal component analysis with non-negative pre-image},
	url_paper = {Articles/kallas2010nonlinear.pdf},
	year = {2010}}

@inproceedings{honeine2010angular,
	author = {Honeine, Paul and Richard, Cédric},
	booktitle = {Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2010 2nd Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	organization = {IEEE},
	pages = {1-4},
	title = {The angular kernel in machine learning for hyperspectral data classification},
	url_paper = {Articles/honeine2010angular.pdf},
	year = {2010}}

@inbook{mansouri2010factors,
	author = {Mansouri, Majdi and Sardouk, Ahmad and Merghem-Boulahia, Leila and Gaiti, Dominique and Snoussi, Hichem and Rahim-Amoud, Rana and Richard, Cédric},
	chapter = {Factors that may influence the performance of wireless sensor networks},
	date-modified = {2022-04-07 16:34:39 +0200},
	editor = {Chinh, Hoang Duc and Tan, Yen Kheng},
	keywords = {sensor networks: variational filtering},
	number = {2},
	publisher = {INTECH},
	title = {Smart wireless sensor networks},
	url_paper = {Articles/mansouri2010factors.pdf},
	year = {2010}}

@inproceedings{honeine2010simple,
	author = {Honeine, Paul and Richard, Cédric},
	booktitle = {Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {hyperspectral data unmixing},
	organization = {IEEE},
	pages = {2271-2274},
	title = {A simple scheme for unmixing hyperspectral data based on the geometry of the N-dimensional simplex},
	url_paper = {Articles/honeine2010simple.pdf},
	year = {2010}}

@inproceedings{richard2010distributed,
	author = {Richard, Cédric and Honeine, Paul and Snoussi, Hichem and Ferrari, André and Theys, Céline},
	booktitle = {Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Distributed learning with kernels in wireless sensor networks for physical phenomena modeling and tracking},
	url_paper = {Articles/richard2010distributed.pdf},
	year = {2010}}

@inproceedings{mansouri2010robust,
	author = {Mansouri, Majdi and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Wireless Pervasive Computing (ISWPC), 2010 5th IEEE International Symposium on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {278-282},
	title = {Robust target tracking with quantized proximity sensors},
	year = {2010}}

@inproceedings{chen2010techniques,
	author = {Chen, Jie and Richard, Cédric and Honeine, Paul and Snoussi, Hichem and Lantéri, Henri and Theys, Céline},
	booktitle = {Actes de la 5e Conférence Internationale Francophone d'Automatique (CIFA)},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {adaptive filtering with constraints},
	title = {Techniques d'apprentissage non-linéaires en ligne avec contraintes de positivité},
	url_paper = {Articles/chen2010techniques.pdf},
	year = {2010}}

@inproceedings{chen2010non,
	author = {Chen, Jie and Richard, Cédric and Honeine, Paul and Bermudez, Jose-Carlos M.},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2010 Forty Fourth Asilomar Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {adaptive filtering with constraints, kernel adaptive filtering, sensor networks: distributed learning},
	pages = {451-455},
	title = {Non-negative distributed regression for data inference in wireless sensor networks},
	url_paper = {Articles/chen2010non.pdf},
	year = {2010}}

@inproceedings{mansouri2010joint,
	author = {Mansouri, Majdi and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {1-5},
	title = {Joint multiple target tracking and channel estimation in wireless sensor networks},
	year = {2010}}

@misc{snoussi2010system,
	author = {Snoussi, Hichem and Richard, Cédric and Honeine, Paul},
	date-modified = {2022-04-07 16:34:39 +0200},
	note = {US Patent App. 13/264,719},
	publisher = {Google Patents},
	title = {System and method for locating a target using a tranceiver array},
	year = {2010}}

@inproceedings{mansouri2010sensor,
	author = {Mansouri, Majdi and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Vehicular Technology Conference Fall (VTC 2010-Fall), 2010 IEEE 72nd},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {1-5},
	title = {A sensor selection method for target tracking in wireless sensor networks using quantized variational filtering},
	year = {2010}}

@inproceedings{mansouri2009adaptive,
	author = {Mansouri, Majdi and Snoussi, Hichem and Ouachani, Ilham and Richard, Cédric},
	booktitle = {Cyber-Physical and Sensor Networks (SensorNets), The first International School on},
	date-added = {2013-04-04 08:37:43 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	title = {Adaptive quantized target tracking in wireless sensor networks},
	url_paper = {mansouri2009adaptive.pdf},
	year = {2009}}

@article{richard2009online,
	author = {Richard, Cédric and Bermudez, Jose-Carlos M. and Honeine, Paul},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {kernel adaptive filtering},
	number = {3},
	pages = {1058-1067},
	publisher = {IEEE},
	title = {Online prediction of time series data with kernels},
	url_code = {Matlab/richard2009online.zip},
	url_paper = {Articles/richard2009online.pdf},
	volume = {57},
	year = {2009}}

@inproceedings{mansouri2009cramer,
	author = {Mansouri, Majdi and Ouachani, Ilham and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2009 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {693-696},
	title = {Cramer-Rao bound-based adaptive quantization for target tracking in wireless sensor networks},
	url_paper = {Articles/mansouri2009cramer.pdf},
	year = {2009}}

@inproceedings{honeine2009solving,
	author = {Honeine, Paul and Richard, Cédric},
	booktitle = {Machine Learning for Signal Processing (MLSP), 2009 IEEE International Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {manifold learning},
	organization = {IEEE},
	pages = {1-6},
	title = {Solving the pre-image problem in kernel machines: A direct method},
	url_paper = {Articles/honeine2009solving.pdf},
	year = {2009}}

@inproceedings{honeine2009functional,
	author = {Honeine, Paul and Richard, Cédric and Bermudez, Jose-Carlos M. and Snoussi, Hichem and Essoloh, Mehdi and Vincent, Francois},
	booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2009 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	organization = {IEEE},
	pages = {2861-2864},
	title = {Functional estimation in Hilbert space for distributed learning in wireless sensor networks},
	url_paper = {Articles/honeine2009functional.pdf},
	year = {2009}}

@inproceedings{teng2009decentralized,
	author = {Teng, Jing and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2009 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {2233-2236},
	title = {Decentralized variational filtering for simultaneous sensor localization and target tracking in binary sensor networks},
	url_paper = {Articles/teng2009decentralized.pdf},
	year = {2009}}

@inproceedings{snoussi2009monte,
	author = {Snoussi, Hichem and Richard, Cédric},
	booktitle = {Digital Signal Processing Workshop, 2009. DSP/SPE 2009. IEEE 13th},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {280-285},
	title = {Monte Carlo tracking on the Riemannian manifold of multivariate normal distributions},
	url_paper = {Articles/snoussi2009monte.pdf},
	year = {2009}}

@inproceedings{mourad2009model,
	author = {Mourad, Farah and Snoussi, Hichem and Abdallah, Fahed and Richard, Cédric},
	booktitle = {Digital Signal Processing Workshop, 2009. DSP/SPE 2009. IEEE 13th},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: interval-based analysis},
	organization = {IEEE},
	pages = {474-479},
	title = {Model-free interval-based localization in manets},
	url_paper = {Articles/mourad2009model.pdf},
	year = {2009}}

@inproceedings{amoud2009time,
	author = {Amoud, Hassan and Honeine, Paul and Richard, Cédric and Borgnat, Pierre and Flandrin, Patrick},
	booktitle = {Statistical Signal Processing Workshop (SSP), 2009 IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {testing signal stationarity/causality},
	organization = {IEEE},
	pages = {565-568},
	title = {Time-frequency learning machines for nonstationarity detection using surrogates},
	url_paper = {Articles/amoud2009time.pdf},
	year = {2009}}

@inproceedings{honeine2009auto,
	author = {Honeine, Paul and Richard, Cédric and Snoussi, Hichem},
	booktitle = {Actes du 22e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Auto-localisation dans les réseaux de capteurs sans fil par régression de matrices de Gram},
	url_paper = {Articles/honeine2009auto.pdf},
	year = {2009}}

@inproceedings{mansouri2009nonlinear,
	author = {Mansouri, Majdi and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Signals, Circuits and Systems (SCS), 2009 3rd International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {1-4},
	title = {A nonlinear estimation for target tracking in wireless sensor networks using quantized variational filtering},
	url_paper = {mansouri2009nonlinear.pdf},
	year = {2009}}

@inproceedings{mourad2009localisation,
	author = {Mourad, Farah and Snoussi, Hichem and Abdallah, Fahed and Richard, Cédric},
	booktitle = {Actes du 22e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: interval-based analysis},
	title = {Localisation par intervalles basée sur les ancres et les non-ancres dans les réseaux de capteurs mobiles},
	url_paper = {Articles/mourad2009localisation.pdf},
	year = {2009}}

@inproceedings{mansouri2009joint,
	author = {Mansouri, Majdi and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Signal Processing and Information Technology (ISSPIT), 2009 IEEE International Symposium on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {612-615},
	title = {Joint adaptive quantization and fading channel estimation for target tracking in wireless sensor networks},
	url_paper = {mansouri2009joint.pdf},
	year = {2009}}

@inproceedings{vincent2009signal,
	author = {Vincent, Francois and Besson, Olivier and Richard, Cédric},
	booktitle = {Digital Signal Processing Workshop, 2009. DSP/SPE 2009. IEEE 13th},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {588-593},
	title = {Signal detection with noise power variation between the hypotheses},
	url_paper = {vincent2009signal.pdf},
	year = {2009}}

@inproceedings{amoud2009caracterisation,
	author = {Amoud, Hassan and Richard, Cédric and Honeine, Paul and Flandrin, Patrick and Borgnat, Pierre},
	booktitle = {Actes du 22e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {testing signal stationarity/causality},
	title = {Sur la caractérisation de non-stationnarités par la méthode des substituts},
	url_paper = {Articles/amoud2009caracterisation.pdf},
	year = {2009}}

@inproceedings{teng2009auto,
	author = {Teng, Jing and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Actes du 22e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	title = {Auto-localisation et suivi de cible simultanés dans les réseaux de capteurs sans fil},
	url_paper = {Articles/teng2009auto.pdf},
	year = {2009}}

@inbook{honeine2009nonstationary,
	author = {Honeine, Paul and Richard, Cédric and Flandrin, Patrick},
	chapter = {Nonstationary signal analysis with kernel machines},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques},
	keywords = {time-frequency analysis},
	number = {10},
	pages = {223},
	publisher = {Information Science Publishing},
	title = {Nonstationary signal analysis with kernel machines},
	url_paper = {Articles/honeine2009nonstationary.pdf},
	year = {2009}}

@article{mourad2009anchor,
	author = {Mourad, Farah and Snoussi, Hichem and Abdallah, Fahed and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {sensor networks: interval-based analysis},
	number = {8},
	pages = {3226-3239},
	publisher = {IEEE},
	title = {Anchor-based localization via interval analysis for mobile ad-hoc sensor networks},
	url_paper = {Articles/mourad2009anchor.pdf},
	volume = {57},
	year = {2009}}

@inproceedings{richard2009apprentissage,
	author = {Richard, Cédric and Honeine, Paul and Essoloh, Mehdi and Snoussi, Hichem},
	booktitle = {Actes du 22e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Apprentissage non-linéaire en ligne dans les réseaux de capteurs sans fil},
	url_paper = {Articles/richard2009apprentissage.pdf},
	year = {2009}}

@inproceedings{snoussi2009data,
	author = {Snoussi, Hichem and Tourneret, J-Y and Djuric, Petar M. and Richard, Cédric},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2009 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {2413-2416},
	title = {Data-driven online variational filtering in wireless sensor networks},
	url_paper = {Articles/snoussi2009data.pdf},
	year = {2009}}

@inproceedings{teng2009hybrid,
	author = {Teng, Jing and Snoussi, Hichem and Richard, Cédric and Zhou, Yi},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2009 3rd IEEE International Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {368-371},
	title = {Hybrid probabilistic data association and variational filtering for multi-target tracking in wireless sensor networks},
	url_paper = {Articles/teng2009hybrid.pdf},
	year = {2009}}

@inproceedings{zhou2009fragment,
	author = {Zhou, Yi and Snoussi, Hichem and Zheng, Shibao and Richard, Cédric and Teng, Jing},
	booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2009 3rd IEEE International Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {376-379},
	title = {Fragment-based variational visual tracking},
	url_paper = {Articles/zhou2009fragment.pdf},
	year = {2009}}

@inproceedings{honeine2008regression,
	author = {Honeine, Paul and Essoloh, Mehdi and Richard, Cédric and Snoussi, Hichem},
	booktitle = {Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008. IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	organization = {IEEE},
	pages = {1-5},
	title = {Distributed regression in sensor networks with a reduced-order kernel model},
	url_paper = {Articles/honeine2008regression.pdf},
	year = {2008}}

@article{vincent2008matched,
	author = {Vincent, Franois and Besson, Olivier and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	number = {11},
	pages = {5713-5718},
	publisher = {IEEE},
	title = {Matched subspace detection with hypothesis dependent noise power},
	url_paper = {Articles/vincent2008matched.pdf},
	volume = {56},
	year = {2008}}

@inproceedings{mourad2008guaranteed,
	author = {Mourad, Farah and Snoussi, Hichem and Abdallah, Fahed and Richard, Cédric},
	booktitle = {Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008. IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: interval-based analysis},
	organization = {IEEE},
	pages = {1-5},
	title = {Guaranteed boxed localization in manets by interval analysis and constraints propagation techniques},
	url_paper = {Articles/mourad2008guaranteed.pdf},
	year = {2008}}

@inproceedings{honeine2008localization,
	author = {Honeine, Paul and Richard, Cédric and Essoloh, Mehdi and Snoussi, Hichem},
	booktitle = {Sensor Array and Multichannel Signal Processing Workshop, 2008. SAM 2008. 5th IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	organization = {IEEE},
	pages = {284-287},
	title = {Localization in sensor networks. A matrix regression approach},
	url_paper = {Articles/honeine2008localization.pdf},
	year = {2008}}

@inproceedings{pothin2008optimizing,
	author = {Pothin, J-B and Richard, Cédric},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2008 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {3345-3348},
	title = {Optimizing kernel alignment by data translation in feature space},
	url_paper = {Articles/pothin2008optimizing.pdf},
	year = {2008}}

@inproceedings{essoloh2008distributed,
	author = {Essoloh, Mehdi and Richard, Cédric and Snoussi, Hichem and Honeine, Paul},
	booktitle = {Signal Processing (EUSIPCO), European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	title = {Distributed localization in wireless sensor networks as a pre-image problem in a reproducing kernel Hilbert space},
	url_paper = {Articles/essoloh2008distributed.pdf},
	year = {2008}}

@inproceedings{teng2008variational,
	author = {Teng, Jing and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 16th European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	title = {Variational filtering algorithm for interdependent target tracking and sensor localization in wireless sensor network},
	url_paper = {Articles/teng2008variational.pdf},
	year = {2008}}

@inproceedings{honeine2008distributed,
	author = {Honeine, Paul and Richard, Cédric and Bermudez, Jose-Carlos M. and Snoussi, Hichem},
	booktitle = {Signals, Systems and Computers (ASILOMAR), 2008 Conference Record of the Forty Fourth Asilomar Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	pages = {246-250},
	title = {Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks},
	url_paper = {Articles/honeine2008distributed.pdf},
	year = {2008}}

@article{honeine2008distribution,
	author = {Honeine, Paul and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Traitement du signal},
	keywords = {time-frequency analysis},
	number = {6},
	pages = {469-479},
	publisher = {Lavoisier},
	title = {Distribution temps-fréquence à paramétrisation radialement Gaussienne optimisée pour la classification},
	url_paper = {Articles/honeine2008distribution.pdf},
	volume = {25},
	year = {2008}}

@inproceedings{honeine2007signal,
	author = {Honeine, Paul and Richard, Cédric},
	booktitle = {Statistical Signal Processing, 2007. SSP'07. IEEE/SP 14th Workshop on},
	date-added = {2013-04-03 17:25:36 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {735-739},
	title = {Signal-dependent time-frequency representations for classification using a radially gaussian kernel and the alignment criterion},
	url_paper = {Articles/honeine2007signal.pdf},
	year = {2007}}

@inproceedings{teng2007binary,
	author = {Teng, Jing and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Statistical Signal Processing, 2007. SSP'07. IEEE/SP 14th Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {685-689},
	title = {Binary variational filtering for target tracking in sensor networks},
	url_paper = {Articles/teng2007binary.pdf},
	year = {2007}}

@inproceedings{honeine2007line,
	author = {Honeine, Paul and Richard, Cédric and Bermudez, Jose-Carlos M.},
	booktitle = {Information Theory, 2007. ISIT 2007. IEEE International Symposium on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	organization = {IEEE},
	pages = {956-960},
	title = {On-line nonlinear sparse approximation of functions},
	url_paper = {Articles/honeine2007line.pdf},
	year = {2007}}

@inproceedings{xiao2007testing,
	author = {Xiao, Jun and Borgnat, Pierre and Flandrin, Patrick and Richard, Cédric},
	booktitle = {Statistical Signal Processing, 2007. SSP'07. IEEE/SP 14th Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {testing signal stationarity/causality},
	organization = {IEEE},
	pages = {720-724},
	title = {Testing stationarity with surrogates. A one-class SVM approach},
	url_paper = {Articles/xiao2007testing.pdf},
	year = {2007}}

@inproceedings{teng2007prediction,
	author = {Teng, Jing and Snoussi, Hichem and Richard, Cédric},
	booktitle = {Signal Processing and Information Technology, 2007 IEEE International Symposium on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {234-239},
	title = {Prediction-based proactive cluster target tracking protocol for binary sensor networks},
	url_paper = {Articles/teng2007prediction.pdf},
	year = {2007}}

@article{honeine2007time,
	author = {Honeine, Paul and Richard, Cédric and Flandrin, Patrick},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {time-frequency analysis},
	number = {7},
	pages = {3930-3936},
	publisher = {IEEE},
	title = {Time-frequency learning machines},
	url_paper = {Articles/honeine2007time.pdf},
	volume = {55},
	year = {2007}}

@article{snoussi2007distributed,
	author = {Snoussi, Hichem and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {International Journal of Sensor Networks},
	keywords = {sensor networks: variational filtering},
	number = {1},
	pages = {118-127},
	publisher = {Inderscience},
	title = {Distributed bayesian fault diagnosis of jump Markov systems in wireless sensor networks},
	url_paper = {Articles/snoussi2007distributed.pdf},
	volume = {2},
	year = {2007}}

@inproceedings{pothin2007optimal,
	author = {Pothin, J-B and Richard, Cédric},
	booktitle = {Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {III-1065},
	title = {Optimal feature representation for kernel machines using kernel-target alignment criterion},
	url_paper = {Articles/pothin2007optimal.pdf},
	volume = {3},
	year = {2007}}

@inproceedings{essoloh2007anchor,
	author = {Essoloh, Mehdi and Richard, Cédric and Snoussi, Hichem},
	booktitle = {Statistical Signal Processing, 2007. SSP'07. IEEE/SP 14th Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	organization = {IEEE},
	pages = {393-397},
	title = {Anchor-based distributed localization in wireless sensor networks},
	url_paper = {Articles/essoloh2007anchor.pdf},
	year = {2007}}

@inproceedings{snoussi2007information,
	author = {Snoussi, Hichem and Richard, Cédric},
	booktitle = {Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {1-4},
	title = {Information-theoretic node scheduling in collaborative sensor networks},
	url_paper = {Articles/snoussi2007information.pdf},
	year = {2007}}

@inproceedings{essoloh2007localisation,
	author = {Essoloh, Mehdi and Richard, Cédric and Snoussi, Hichem},
	booktitle = {Actes du 21e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: distributed learning},
	number = {405-408},
	title = {Localisation distribuée dans les réseaux de capteurs sans fil par résolution d'un problème quadratique},
	url_paper = {Articles/essoloh2007localisation.pdf},
	year = {2007}}

@inproceedings{honeine2007distribution,
	author = {Honeine, Paul and Richard, Cédric},
	booktitle = {Actes du 21e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Distribution temps-fréquence à noyau radialement Gaussien: optimisation pour la classification par le critère d'alignement noyau-cible},
	url_paper = {Articles/honeine2007distribution.pdf},
	year = {2007}}

@inproceedings{pothin2007apprentissage,
	author = {Pothin, Jean-Baptiste and Richard, Cédric},
	booktitle = {Actes du 21e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	pages = {1317-1320},
	title = {Apprentissage de métrique appliqué à la classification de textes par méthodes à noyaux},
	url_paper = {Articles/pothin2007apprentissage.pdf},
	year = {2007}}

@inproceedings{honeine2007modelisation,
	author = {Honeine, Paul and Richard, Cédric and Bermudez, Jose-Carlos M.},
	booktitle = {Actes du 21e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	pages = {1257-1260},
	title = {Modélisation parcimonieuse non linéaire en ligne par une méthode à noyau reproduisant et un critère de cohérence},
	url_paper = {Articles/honeine2007modelisation.pdf},
	year = {2007}}

@inproceedings{richard2006kernel,
	author = {Richard, Cédric},
	booktitle = {Signals, Systems and Computers, 2006. Conference Record of the Asilomar Conference on},
	date-added = {2013-04-03 15:59:29 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	organization = {IEEE},
	title = {A kernel-based RLS algorithm for nonlinear adaptive filtering using sparse approximation theory},
	url_paper = {Articles/richard2006kernel.pdf},
	year = {2006}}

@inproceedings{snoussi2006ensemble,
	author = {Snoussi, Hichem and Richard, Cédric},
	booktitle = {Communication systems, 2006. ICCS 2006. 10th IEEE Singapore International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	organization = {IEEE},
	pages = {1-5},
	title = {Ensemble learning online filtering in wireless sensor networks},
	url_paper = {Articles/snoussi2006ensemble.pdf},
	year = {2006}}

@inproceedings{pothin2006greedy,
	author = {Pothin, Jean-Baptiste and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 14th European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	pages = {4-8},
	title = {A greedy algorithm for optimizing the kernel alignment and the performance of kernel machines},
	url_paper = {Articles/pothin2006greedy.pdf},
	volume = {6},
	year = {2006}}

@inproceedings{snoussi2006distributed,
	author = {Snoussi, Hichem and Richard, Cédric},
	booktitle = {Global Telecommunications Conference, 2006. GLOBECOM '06. IEEE},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {sensor networks: variational filtering},
	title = {Distributed bayesian fault diagnosis in collaborative wireless sensor networks},
	url_paper = {Articles/snoussi2006distributed.pdf},
	year = {2006}}

@inproceedings{honeine2006optimal,
	author = {Honeine, Paul and Richard, Cédric and Flandrin, Patrick and Pothin, J-B},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2006 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {III-III},
	title = {Optimal selection of time-frequency representations for signal classification: A kernel-target alignment approach},
	url_paper = {Articles/honeine2006optimal.pdf},
	volume = {3},
	year = {2006}}

@article{constantin2006nonlinear,
	author = {Constantin, Ibtissam and Richard, Cédric and Lengellé, Régis and Soufflet, Laurent},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {kernel adaptive filtering},
	number = {12},
	pages = {4796-4806},
	publisher = {IEEE},
	title = {Nonlinear regularized Wiener filtering with kernels: Application in denoising MEG data corrupted by ECG},
	url_paper = {Articles/constantin2006nonlinear.pdf},
	volume = {54},
	year = {2006}}

@inproceedings{pothin2006incorporating,
	author = {Pothin, Jean-Baptiste and Richard, Cédric},
	booktitle = {Signal Processing (EUSIPCO), 14th European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	pages = {2173-2183},
	title = {Incorporating prior information into support vector machines in the form of ellipsoidal knowledge sets},
	url_paper = {Articles/pothin2006incorporating.pdf},
	year = {2006}}

@inproceedings{pothin2006online,
	author = {Pothin, Jean-Baptiste and Richard, Cédric},
	booktitle = {Machine Learning for Signal Processing (MLSP), 2006 IEEE International Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	organization = {IEEE},
	pages = {241-245},
	title = {Online learning with kernels. A new approach for sparsity control based on a coherence criterion},
	url_paper = {Articles/pothin2006online.pdf},
	year = {2006}}

@inproceedings{constantin2005regularized,
	author = {Constantin, Ibtissam and Richard, Cédric and Lengelle, Régis and Soufflet, Laurent},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2005 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	organization = {IEEE},
	pages = {iv-289},
	title = {Regularized kernel-based Wiener filtering. Application to magnetoencephalographic signals denoising},
	url_paper = {Articles/constantin2005regularized.pdf},
	volume = {4},
	year = {2005}}

@article{gosme2005adaptive,
	author = {Gosme, Julien and Richard, Cédric and Goncalves, Paulo},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {time-frequency analysis},
	number = {11},
	pages = {4136-4146},
	publisher = {IEEE},
	title = {Adaptive diffusion as a versatile tool for time-frequency and time-scale representations processing: a review},
	url_paper = {Articles/gosme2005adaptive.pdf},
	volume = {53},
	year = {2005}}

@inproceedings{pothin2005kernel,
	author = {Pothin, Jean-Baptiste and Richard, Cédric},
	booktitle = {Actes du 20e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Kernel machines : une nouvelle méthode pour l'optimisation de l'alignement des noyaux et l'amélioration des performances},
	url_paper = {Articles/pothin2005kernel.pdf},
	year = {2005}}

@inproceedings{honeine2005reconnaissance,
	author = {Honeine, Paul and Richard, Cédric and Flandrin, Patrick},
	booktitle = {Actes du 20e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Reconnaissance des formes par méthodes à noyau dans le domaine temps-fréquence},
	url_paper = {Articles/honeine2005reconnaissance.pdf},
	year = {2005}}

@inproceedings{gosme2005diffused,
	author = {Gosme, Julien and Richard, Cédric},
	booktitle = {Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {877-882},
	title = {Diffused distribution reassignment},
	url_paper = {Articles/gosme2005diffused.pdf},
	year = {2005}}

@inproceedings{richard2005filtrage,
	author = {Richard, Cédric},
	booktitle = {Actes du 20e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {Filtrage adaptatif non-linéaire par méthodes de gradient stochastique court-terme à noyau},
	url_paper = {Articles/richard2005filtrage.pdf},
	year = {2005}}

@article{gosme2005beyond,
	author = {Gosme, Julien and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing Letters, IEEE},
	keywords = {time-frequency analysis},
	number = {1},
	pages = {25-28},
	publisher = {IEEE},
	title = {Beyond standard classes of generalized joint signal representations of arbitrary variables: Mercer kernel-based representations},
	url_paper = {Articles/gosme2005beyond.pdf},
	volume = {12},
	year = {2005}}

@inbook{richard2004detection,
	author = {Richard, Cédric},
	chapter = {Détection par représentations temps-fréquence discrètes},
	date-added = {2013-04-03 16:23:52 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	edition = {Lavoisier},
	editor = {Martin, Nadine and Doncarli, Christian},
	journal = {Traité IC2},
	number = {3},
	publisher = {Hermès},
	title = {Décision dans le plan temps-fréquence},
	url_paper = {Articles/richard2004detection.pdf},
	year = {2004}}

@article{abdallah2004improved,
	author = {Abdallah, Fahed and Richard, Cédric and Lengellé, Régis},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {classification: one-class and multiclass},
	number = {10},
	pages = {2798-2806},
	title = {An improved training algorithm for nonlinear kernel discriminants},
	url_paper = {Articles/abdallah2004improved.pdf},
	volume = {52},
	year = {2004}}

@inproceedings{gosme2004diffusion,
	author = {Gosme, Julien and Richard, Cédric and Goncalves, Paulo},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2004 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {ii-629},
	title = {Diffusion equations for adaptive affine distributions},
	url_paper = {Articles/gosme2004diffusion.pdf},
	volume = {2},
	year = {2004}}

@inproceedings{abdallah2004sequential,
	author = {Abdallah, Fahed and Richard, Cédric and Lengelle, Régis},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2004 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {classification: one-class and multiclass},
	organization = {IEEE},
	pages = {V-453},
	title = {A sequential approach for multi-class discriminant analysis with kernels},
	url_paper = {Articles/abdallah2004sequential.pdf},
	volume = {5},
	year = {2004}}

@inproceedings{gosme2004anisotropic,
	author = {Gosme, Julien and Richard, Cédric and Goncalves, Paulo},
	booktitle = {Signal Processing (EUSIPCO), 12th European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	title = {Anisotropic diffusion equations for adaptive quadratic representations},
	url_paper = {Articles/gosme2004anisotropic.pdf},
	year = {2004}}

@article{richard2004algorithmes,
	author = {Richard, Cédric and Abdallah, Fahed and Lengellé, Régis},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Traitement du Signal},
	pages = {97-107},
	title = {Algorithmes séquentiels pour l'analyse de données par méthodes à noyau},
	url_paper = {Articles/richard2004algorithmes.pdf},
	volume = {21},
	year = {2004}}

@inproceedings{abdallah2003kernel,
	author = {Abdallah, Fahed and Richard, Cédric and Lengellé, Régis},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2003 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {classification: one-class and multiclass},
	organization = {IEEE},
	pages = {VI-149},
	title = {Kernel second-order discriminants versus support vector machines},
	url_paper = {Articles/abdallah2003kernel.pdf},
	volume = {6},
	year = {2003}}

@inproceedings{richard2003algorithme,
	author = {Richard, Cédric and Abdallah, Fahed},
	booktitle = {Actes du 19e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Algorithme d'apprentissage séquentiel pour la méthode KFD Relations avec la méthode KPCA},
	url_paper = {Articles/richard2003algorithme.pdf},
	year = {2003}}

@inproceedings{richard2003structures,
	author = {Richard, Cédric and Lengellé, Régis and Constantine, Ibtissam and Soufflet, Laurent},
	booktitle = {Actes du 19e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {kernel adaptive filtering},
	title = {Structures à noyau reproduisant pour le filtrage adaptatif},
	url_paper = {Articles/richard2003structures.pdf},
	year = {2003}}

@inproceedings{gosme2003nouvelle,
	author = {Gosme, Julien and Richard, Cédric},
	booktitle = {Actes du 19e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	title = {Une nouvelle approche pour la construction de classes de représentations non-linéaires de signaux},
	url_paper = {Articles/gosme2003nouvelle.pdf},
	year = {2003}}

@article{abdallah2003second,
	author = {Abdallah, Fahed and Richard, Cédric and Lengellé, Régis},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {International Journal of Smart Engineering System Design},
	number = {4},
	pages = {401-408},
	publisher = {Taylor and Francis},
	title = {Second-order measures of quality for binary classification: A critical overview and their use for nonlinear receiver design},
	url_paper = {Articles/abdallah2003second.pdf},
	volume = {5},
	year = {2003}}

@inbook{brie2002autres,
	author = {Brie, David and Lengellé, Régis and Nikiforov, Igor and Richard, Cédric},
	chapter = {Autres applications},
	date-added = {2013-04-03 16:34:26 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	edition = {Lavoisier},
	editor = {Régis Lengellé},
	journal = {Traité IC2},
	number = {10},
	publisher = {Hermès},
	title = {Décision et reconnaissance des formes en signal},
	url_paper = {Articles/brie2002autres.pdf},
	year = {2002}}

@inbook{lengelle2002apprentissage,
	author = {Lengellé, Régis and Richard, Cédric},
	chapter = {Apprentissage de règles de décision à structure imposée et contrôle de la complexité},
	date-added = {2013-04-03 16:30:42 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	edition = {Lavoisier},
	editor = {Régis Lengellé},
	journal = {Traité IC2},
	number = {4},
	publisher = {Hermès},
	title = {Décision et reconnaissance des formes en signal},
	url_paper = {Articles/lengelle2002apprentissage.pdf},
	year = {2002}}

@article{richard2002time,
	author = {Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {time-frequency analysis},
	number = {9},
	pages = {2170-2176},
	publisher = {IEEE},
	title = {Time-frequency-based detection using discrete-time discrete-frequency Wigner distributions},
	url_paper = {Articles/richard2002time.pdf},
	volume = {50},
	year = {2002}}

@phdthesis{richard2002methodes,
	author = {Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	school = {Université de Technologie de Compiègne},
	title = {Méthodes à noyau et critères de contraste pour la détection à structure imposée (HDR)},
	url_paper = {Articles/richard2002methodes.pdf},
	year = {2002}}

@article{richard2002bayes,
	author = {Richard, Cédric and Lengelle, Regis and Abdallah, Fahed},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing Letters, IEEE},
	number = {1},
	pages = {32-33},
	publisher = {IEEE},
	title = {Bayes-optimal detectors design using relevant second-order criteria},
	url_paper = {Articles/richard2002bayes.pdf},
	volume = {9},
	year = {2002}}

@inproceedings{abdallah2002equivalence,
	author = {Abdallah, Fahed and Richard, Cédric and Lengellé, Régis},
	booktitle = {Signal Processing (EUSIPCO), 11th European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	pages = {3-6},
	title = {On equivalence between detectors obtained from second-order measures of performance},
	url_paper = {Articles/abdallah2002equivalence.pdf},
	year = {2002}}

@inproceedings{gosme2002adaptive,
	author = {Gosme, Julien and Goncalves, Paulo and Richard, Cédric and Lengellé, Régis},
	booktitle = {Signal Processing (EUSIPCO), 11th European Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	title = {Adaptive diffusion and discriminant analysis for complexity control of time-frequency detectors},
	url_paper = {Articles/gosme2002adaptive.pdf},
	year = {2002}}

@inproceedings{abdallah2002virtues,
	author = {Abdallah, Fahed and Richard, Cédric and Lengellé, Régis},
	booktitle = {ANNIE},
	date-modified = {2022-04-07 16:34:39 +0200},
	pages = {10-13},
	title = {On virtues and vices of second-order measures of quality for binary classification},
	url_paper = {Articles/abdallah2002virtues.pdf},
	year = {2002}}

@article{coatanhay2002classification,
	author = {Coatanhay, Arnaud and Richard, Cédric and Staner, Luc},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Extraction des connaissances et apprentissage},
	number = {1},
	pages = {293-304},
	title = {Classification en temps-fréquence à partir de données expertisées},
	url_paper = {Articles/coatanhay2002classification.pdf},
	volume = {4},
	year = {2002}}

@inproceedings{viardot2002mixture,
	author = {Viardot, Geoffrey and Lengellé, Régis and Richard, Cédric},
	booktitle = {Systems, Man and Cybernetics, 2002 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	pages = {551-555},
	title = {Mixture of experts for automated detection of phasic arousals in sleep signals},
	url_paper = {Articles/viardot2002mixture.pdf},
	volume = {1},
	year = {2002}}

@inproceedings{abdallah2002method,
	author = {Abdallah, Fahed and Richard, Cédric and Lengellé, Régis},
	booktitle = {Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {classification: one-class and multiclass},
	organization = {IEEE},
	pages = {939-942},
	title = {A method for designing nonlinear kernel-based discriminant functions from the class of second-order criteria},
	url_paper = {Articles/abdallah2002method.pdf},
	volume = {1},
	year = {2002}}

@article{richard2001linear,
	author = {Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing, IEEE Transactions on},
	keywords = {time-frequency analysis},
	number = {11},
	pages = {2536-2544},
	publisher = {IEEE},
	title = {Linear redundancy of information carried by the discrete Wigner distribution},
	url_paper = {Articles/richard2001linear.pdf},
	volume = {49},
	year = {2001}}

@inproceedings{richard2001optimisation,
	author = {Richard, Cédric and Lengellé, Régis and Abdallah, Fahed},
	booktitle = {Actes du 18e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Optimisation de critères de contraste et des performances en détection},
	url_paper = {Articles/richard2001optimisation.pdf},
	year = {2001}}

@inproceedings{richard2001discretisation,
	author = {Richard, Cédric},
	booktitle = {Actes du 18e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	title = {Discrétisation des détecteurs temps-fréquence Problèmes en découlant et éléments de solution},
	url_paper = {Articles/richard2001discretisation.pdf},
	year = {2001}}

@inproceedings{viardot2001fusion,
	author = {Viardot, Geoffrey and Lengellé, Régis and Richard, Cédric and Coatanhay, Arnaud},
	booktitle = {Actes du 18e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Fusion d'avis d'experts et caractérisation de l'expertise. Application à la détection de transitoires dans les signaux physiologiques},
	url_paper = {Articles/viardot2001fusion.pdf},
	year = {2001}}

@inproceedings{barchiesi2001time,
	author = {Barchiesi, Dominique and Richard, Cédric},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2001 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {3565-3568},
	title = {Time-frequency analysis of near-field optical data for extracting local attributes},
	url_paper = {Articles/barchiesi2001time.pdf},
	volume = {6},
	year = {2001}}

@inproceedings{lengelle2000neural,
	author = {Lengellé, Régis and Richard, Cédric and Milleman, Sylvain},
	booktitle = {Intelligent Signal Processing and Communication Systems (ISPACS), 2000 International Symposium on},
	date-added = {2013-04-03 17:07:14 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	organization = {IEEE},
	title = {Neural network based fuzzy membership function estimation. Application to uncertain time-varying systems supervision},
	url_paper = {Articles/lengelle2000neural.pdf},
	year = {2000}}

@inproceedings{coatanhay2000automated,
	author = {Coatanhay, Arnaud and Richard, Cédric and Lengellé, Régis and Muzet, Alain and Macher, Jean-Paul},
	booktitle = {European Sleep Research Society, Congress of},
	date-added = {2013-04-03 16:14:02 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Automated detection of K-complexes: characterization of benzodiazepine effects},
	url_paper = {Articles/coatanhay2000automated.pdf},
	year = {2000}}

@article{gharbi2000optical,
	author = {Gharbi, Tijani and Barchiesi, Dominique and Bergossi, Olivier and Wioland, Hervé and Richard, Cédric},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {JOSA A},
	keywords = {time-frequency analysis},
	number = {12},
	pages = {2513-2519},
	publisher = {Optical Society of America},
	title = {Optical near-field data analysis through time-frequency distributions: application to the characterization and separation of the image spectral content by reassignment},
	volume = {17},
	year = {2000}}

@inproceedings{richard2000linear,
	author = {Richard, Cédric and Lengellé, Régis},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 2000 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {85-88},
	title = {On the linear relations connecting the components of the discrete Wigner distribution in the case of real-valued signals},
	url_paper = {Articles/richard2000linear.pdf},
	volume = {1},
	year = {2000}}

@inproceedings{coatanhay1999time,
	author = {Coatanhay, Arnaud and Richard, Cédric and Lengelle, Regis and Muzet, Alain and Macher, Jean-Paul},
	booktitle = {World Federation of Sleep Research and Sleep Medecine Societies, 1999 Congress of},
	date-added = {2013-04-04 06:50:22 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {A new approach to the K-complexes automated detection},
	url_paper = {Articles/coatanhay1999time.pdf},
	year = {1999}}

@article{richard1999data,
	author = {Richard, Cédric and Lengellé, Régis},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal processing},
	keywords = {time-frequency analysis},
	number = {1},
	pages = {37-48},
	publisher = {Elsevier},
	title = {Data-driven design and complexity control of time-frequency detectors},
	url_paper = {Articles/richard1999data.pdf},
	volume = {77},
	year = {1999}}

@inproceedings{richard1999controle,
	author = {Richard, Cédric and Lengellé, Régis},
	booktitle = {Actes du 17e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	title = {Sur le contrôle de la complexité des détecteurs opérant dans le domaine temps-fréquence par le biais de la fonction de paramétrisation},
	url_paper = {Articles/richard1999controle.pdf},
	year = {1999}}

@phdthesis{richard1998methodologie,
	author = {Richard, Cédric},
	date-added = {2013-05-02 15:32:54 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	school = {Université de Technologie de Compiègne},
	title = {Une méthodologie pour la détection à structure imposée. Applications au plan temps-fréquence},
	url_paper = {Articles/richard1998methodologie.pdf},
	year = {1998}}

@article{richard1998joint,
	author = {Richard, Cédric and Lengellé, Régis},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Computers and Biomedical Research},
	keywords = {time-frequency analysis},
	number = {3},
	pages = {209-229},
	publisher = {Elsevier},
	title = {Joint time and time-frequency optimal detection of K-complexes in sleep EEG},
	url_paper = {Articles/richard1998joint.pdf},
	volume = {31},
	year = {1998}}

@inproceedings{richard1998two,
	author = {Richard, Cédric and Lengellé, Régis},
	booktitle = {Time-Frequency and Time-Scale Analysis, 1998. Proceedings of the IEEE-SP International Symposium on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {601-604},
	title = {Two algorithms for designing optimal reduced-bias data-driven time-frequency detectors},
	url_paper = {Articles/richard1998two.pdf},
	year = {1998}}

@inproceedings{richard1998structural,
	author = {Richard, Cédric and Lengellé, Régis},
	booktitle = {Acoustics Speech and Signal Processing (ICASSP), 1998 IEEE International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {2397-2400},
	title = {Structural risk minimization for reduced-bias time-frequency-based detectors design},
	url_paper = {Articles/richard1998structural.pdf},
	volume = {4},
	year = {1998}}

@inproceedings{richard1998dimension,
	author = {Richard, Cédric and Lengellé, Régis},
	booktitle = {Time-Frequency and Time-Scale Analysis, 1998. Proceedings of the IEEE-SP International Symposium on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {5-8},
	title = {On the dimension of the discrete Wigner-Ville transform range space: application to time-frequency based detectors design},
	url_paper = {Articles/richard1998dimension.pdf},
	year = {1998}}

@article{richard1998detect,
	author = {Richard, Cédric and Lengellé, Régis},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Innovation et technologie en biologie et médecine},
	keywords = {time-frequency analysis},
	number = {3},
	pages = {167-177},
	publisher = {ASTEC/ITBM},
	title = {Détection automatique des phénomènes transitoires de l'EEG par analyse temps-fréquence},
	url_paper = {Articles/richard1998detect.pdf},
	volume = {19},
	year = {1998}}

@article{richard1997joint,
	author = {Richard, Cédric and Lengellé, Régis},
	date-modified = {2022-04-07 16:34:39 +0200},
	journal = {Signal Processing},
	keywords = {time-frequency analysis},
	number = {2},
	pages = {163-179},
	publisher = {Elsevier},
	title = {Joint recursive implementation of time-frequency representations and their modified version by the reassignment method},
	url_paper = {Articles/richard1997joint.pdf},
	volume = {60},
	year = {1997}}

@inproceedings{richard1997nouvelle,
	author = {Richard, Cédric and Lengellé, Régis},
	booktitle = {Actes du 16e Colloque GRETSI sur le Traitement du Signal et des Images},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	title = {Une nouvelle approche pour la détection linéaire optimale dans le plan temps-fréquence},
	url_paper = {Articles/richard1997nouvelle.pdf},
	year = {1997}}

@inproceedings{richard1996recursive,
	author = {Richard, Cédric and Lengellé, Régis},
	booktitle = {Time-Frequency and Time-Scale Analysis, 1996., Proceedings of the IEEE-SP International Symposium on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {313-316},
	title = {Recursive implementation of some time-frequency representations},
	url_paper = {Articles/richard1996recursive.pdf},
	year = {1996}}

@inproceedings{richard1996fast,
	author = {Richard, Cédric and Lengellé, Régis},
	booktitle = {Signal Processing, 1996., 3rd International Conference on},
	date-modified = {2022-04-07 16:34:39 +0200},
	keywords = {time-frequency analysis},
	organization = {IEEE},
	pages = {343-346},
	title = {Fast implementation of time-frequency representations modified by the reassignment method},
	url_paper = {Articles/richard1996fast.pdf},
	volume = {1},
	year = {1996}}

@inproceedings{bardot1995analyse,
	author = {Bardot, Anne and Richard, Cédric and Masson, Marie-Hélène},
	booktitle = {Société des Ingénieurs de l'Automobile, Colloque de},
	date-added = {2013-04-04 07:07:45 +0000},
	date-modified = {2022-04-07 16:34:39 +0200},
	title = {Analyse de la perception acoustique de véhicules},
	year = {1995}}