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Learning over Multitask Graphs—Part I: Stability Analysis

Roula Nassif , Stefan Vlaski , Cédric Richard , Ali H Sayed
IEEE Open Journal of Signal Processing, 2020, 1, pp.28-45. ⟨10.1109/OJSP.2020.2989038⟩
Journal articles hal-03347210v1
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Spatial regularization for nonlinear unmixing of hyperspectral data with vector-valued kernel functions

Rita Ammanouil , André Ferrari , Cédric Richard , Jean-Yves Tourneret
IEEE Workshop on statistical signal processing (SSP 2016), Aug 2016, Palma de Mallorca, Spain. pp. 1-5
Conference papers hal-01466645v1
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Online Proximal Learning over Jointly Sparse Multitask Networks With L∞,1 Regularization

Danqi Jin , Jie Chen , Cédric Richard , Jingdong Chen
IEEE Transactions on Signal Processing, 2020, 68, pp.6319-6335. ⟨10.1109/TSP.2020.3021247⟩
Journal articles hal-03347269v1
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Robust nonnegative matrix factorization for nonlinear unmixing of hyperspectral images

Nicolas Dobigeon , Cédric Févotte
IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS 2013, Jun 2013, Gainesville, United States. pp. 1-4
Conference papers hal-01151017v1
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Diffusion LMS with Communication Delays: Stability and Performance Analysis

Fei Hua , Roula Nassif , Cédric Richard , Haiyan Wang , Ali H Sayed
IEEE Signal Processing Letters, 2020, 27, pp.730 - 734. ⟨10.1109/lsp.2020.2990086⟩
Journal articles hal-03347250v1
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Online Change Point Detection with Kernels

André Ferrari , Cédric Richard , Anthony Bourrier , Ikram Bouchikhi
2021
Preprints, Working Papers, ... hal-03347266v1
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Online Graph Topology Inference with Kernels for Brain Connectivity Estimation

Mircea Moscu , Ricardo Augusto Borsoi , Cédric Richard
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.1200-1204, ⟨10.1109/ICASSP40776.2020.9053148⟩
Conference papers hal-03347352v1
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Online Graph-Based Change Point Detection in Multiband Image Sequences

Ricardo Augusto Borsoi , Cédric Richard , André Ferrari , Jie Chen , José Carlos M. Bermudez
2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, France. pp.850-854, ⟨10.23919/Eusipco47968.2020.9287747⟩
Conference papers hal-03351157v1
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A Self-Supervised Deep Learning Approach for Blind Denoising and Waveform Coherence Enhancement in Distributed Acoustic Sensing data

Martijn P.A. van den Ende , Itzhak Lior , Jean Paul Ampuero , Anthony Sladen , André Ferrari , et al.
IEEE Transactions on Neural Networks and Learning Systems, In press, ⟨10.1109/TNNLS.2021.3132832⟩
Journal articles hal-03347303v1
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Proximal Multitask Learning over Distributed Networks with Jointly Sparse Structure

Danqi Jin , Jie Chen , Jingdong Chen , Cédric Richard
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.5900-5904, ⟨10.1109/ICASSP40776.2020.9053579⟩
Conference papers hal-03347335v1
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System identification under non-negativity constraints

Jie Chen , Cédric Richard , Paul Honeine , Henri Lantéri , Céline Theys
European Signal Processing Conference, Aug 2010, Aalborg, Denmark. pp.1728-1732
Conference papers hal-02111262v1
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Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport

Rosanna Turrisi , Rémi Flamary , Alain Rakotomamonjy , Massimiliano Pontil
2020
Preprints, Working Papers, ... hal-02877779v1
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Affine Combination of Diffusion Strategies over Networks

Danqi Jin , Jie Chen , Cédric Richard , Jingdong Chen , Ali H Sayed
IEEE Transactions on Signal Processing, 2020, 68, pp.2087-2104. ⟨10.1109/TSP.2020.2975346⟩
Journal articles hal-03347190v1
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Graph Topology Inference with Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis

Mircea Moscu , Ricardo A Borsoi , Cédric Richard , José-Carlos M Bermudez
IEEE Transactions on Signal and Information Processing over Networks, 2022, 8, pp.78-91. ⟨10.1109/TSIPN.2022.3146050⟩
Journal articles hal-03347316v1
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Online Kernel-Based Graph Topology Identification with Partial-Derivative-Imposed Sparsity

Mircea Moscu , Ricardo Augusto Borsoi , Cédric Richard
2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, France. pp.2190-2194, ⟨10.23919/Eusipco47968.2020.9287624⟩
Conference papers hal-03347367v1

Factorisation archétypale en matrices non-négatives avec données manquantes

Ronan Hamon , Valentin Emiya , Cédric Févotte
Conférence francophone sur l'apprentissage automatique (CAp 2016), Jul 2016, Marseille, France
Conference papers hal-01334618v1

A Robust Localization Algorithm for Mobile Sensors Using Belief Functions

Farah Mourad-Chehade , Hichem Snoussi , Fahed Abdallah , Cédric Richard
IEEE Transactions on Vehicular Technology, 2011, 60 (4), pp.1799 - 1811. ⟨10.1109/TVT.2011.2115265⟩
Journal articles hal-00639129v1
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A Blind Multiscale Spatial Regularization Framework for Kernel-Based Spectral Unmixing

Ricardo Augusto Borsoi , Tales Imbiriba , Jose Carlos M. Bermudez , Cédric Richard
IEEE Transactions on Image Processing, 2020, 29, pp.4965 - 4979. ⟨10.1109/tip.2020.2978342⟩
Journal articles hal-03352817v1
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Learning spectral-spatial prior via 3DDNCNN for hyperspectral image deconvolution

Xiuheng Wang , Jie Chen , David Brie , Cédric Richard
International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, May 2020, Barcelona, France. pp.2403-2407, ⟨10.1109/ICASSP40776.2020.9054539⟩
Conference papers hal-03352831v1
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Convergence Analysis of the Graph-Topology-Inference Kernel LMS Algorithm

Mircea Moscu , Ricardo Borsoi , Cédric Richard
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, France. pp.5375-5379, ⟨10.1109/ICASSP39728.2021.9413693⟩
Conference papers hal-03350391v1
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Transient Theoretical Analysis of Diffusion RLS Algorithm for Cyclostationary Colored Inputs

Wei Gao , Jie Chen , Cédric Richard
IEEE Signal Processing Letters, 2021, 28, pp.1160-1164. ⟨10.1109/LSP.2021.3079845⟩
Journal articles hal-03347277v1
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Learning over Multitask Graphs—Part II: Performance Analysis

Roula Nassif , Stefan Vlaski , Cédric Richard , Ali H Sayed
IEEE Open Journal of Signal Processing, 2020, 1, pp.46 - 63. ⟨10.1109/ojsp.2020.2989031⟩
Journal articles hal-03347217v1
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Improving Spacecraft Health Monitoring with Automatic Anomaly Detection Techniques

Sylvain Fuertes , Gilles Picart , Jean-Yves Tourneret , Lotfi Chaari , André Ferrari , et al.
14th International Conference on Space Operations (SpaceOps 2016), May 2016, Daejeon, South Korea. pp. 1
Conference papers hal-01490731v1
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Non-parametric Community Change-points Detection in Streaming Graph Signals

André Ferrari , Cédric Richard
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona (virtual), Spain. pp.5545-5549, ⟨10.1109/ICASSP40776.2020.9054044⟩
Conference papers hal-03347341v1
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How can regime characteristics of catchments help in training of local and regional LSTM-based runoff models?

Reyhaneh Hashemi , Pierre Brigode , Pierre-André Garambois , Pierre Javelle
2023
Preprints, Working Papers, ... hal-03482700v1

Using decision trees to construct optimal acoustic cues

S. Robbe , A. Bonneau , Sylvie Coste-Marquis , Y. Laprie
Proc. 4th Int. Conference on Spoken Language Processing, 1996, Philadelphie, USA, Unknown Region. pp.137-140
Conference papers hal-03300376v1
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Optimal Transport for Multi-source Domain Adaptation under Target Shift

Ievgen Redko , Nicolas Courty , Rémi Flamary , Devis Tuia
22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019, Apr 2019, Naha, Japan
Conference papers hal-02082874v1

Runoff predictive capability of a simple LSTM model versus a proven conceptual model between diverse hydrological regimes

Reyhaneh Hashemi , Pierre Brigode , Pierre-André Garambois , Pierre Javelle
EGU General Assembly 2021, Apr 2021, Vienne, Austria. , 2021, ⟨10.5194/egusphere-egu21-15103⟩
Conference poster hal-03482849v1
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Multitask Learning over Graphs: An Approach for Distributed, Streaming Machine Learning

Roula Nassif , Stefan Vlaski , Cédric Richard , Jie Chen , Ali H Sayed
IEEE Signal Processing Magazine, 2020, 37 (3), pp.14-25. ⟨10.1109/MSP.2020.2966273⟩
Journal articles hal-03347202v1
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Convex Combination of Diffusion Strategies over Networks

Danqi Jin , Jie Chen , Cédric Richard , Jingdong Chen , Ali Sayed
IEEE Transactions on Signal and Information Processing over Networks, 2020, 6, pp.714-731. ⟨10.1109/TSIPN.2020.3038017⟩
Journal articles hal-03347272v1