Learning over Multitask Graphs—Part I: Stability Analysis
Roula Nassif
,
Stefan Vlaski
,
Cédric Richard
,
Ali H Sayed
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
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
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⟩
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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
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.
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⟩
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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
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
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
Conference papers
hal-03347367v1
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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
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hal-01334618v1
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A Robust Localization Algorithm for Mobile Sensors Using Belief Functions
Farah Mourad-Chehade
,
Hichem Snoussi
,
Fahed Abdallah
,
Cédric Richard
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
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
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⟩
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hal-03350391v1
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Transient Theoretical Analysis of Diffusion RLS Algorithm for Cyclostationary Colored Inputs
Wei Gao
,
Jie Chen
,
Cédric Richard
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
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
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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
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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
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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
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
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
Journal articles
hal-03347272v1
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