Learning Combination of Graph Filters for Graph Signal Modeling
Fei Hua
,
Cédric Richard
,
Chen Jie
,
Haiyan Wang
,
Pierre Borgnat
et al.
IEEE Signal Processing Letters , 2019, 26 (12), pp.1912-1916
Journal articles
hal-02367868v1
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Kernel Based Online Change Point Detection
Ikram Bouchikhi
,
André Ferrari
,
Cédric Richard
,
Anthony Bourrier
,
Marc Bernot
et al.
Conference papers
hal-03435017v1
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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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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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Next-Generation Traffic Monitoring with Distributed Acoustic Sensing Arrays and Optimum Array Processing
Martijn P.A. van den Ende
,
Andre Ferrari
,
Anthony Sladen
,
Cédric Richard
Conference papers
hal-03634345v1
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Affine Combination of Diffusion Strategies over Networks
Danqi Jin
,
Jie Chen
,
Cédric Richard
,
Jingdong Chen
,
Ali H Sayed
et al.
Journal articles
hal-03347190v1
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LEARNING CAUSAL NETWORKS TOPOLOGY FROM STREAMING GRAPH SIGNALS
Mircea Moscu
,
Roula Nassif
,
Fei Hua
,
Cédric Richard
Conference papers
hal-03634139v1
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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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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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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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Diffusion LMS with Communication Delays: Stability and Performance Analysis
Fei Hua
,
Roula Nassif
,
Cédric Richard
,
Haiyan Wang
,
Ali H Sayed
et al.
Journal articles
hal-03347250v1
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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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From Time–Frequency to Vertex–Frequency and Back
Ljubiša Stanković
,
Jonatan Lerga
,
Danilo Mandic
,
Miloš Brajović
,
Cédric Richard
et al.
Journal articles
hal-03634255v1
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On reducing the communication cost of the diffusion LMS algorithm
Ibrahim El Khalil Harrane
,
Rémi Flamary
,
Cédric Richard
Journal articles
hal-01640064v1
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Apprentissage distribué de la topologie d'un graphe à partir de signaux temporels sur graphe
Mircea Moscu
,
Roula Nassif
,
Fei Hua
,
Cédric Richard
27e Colloque GRETSI sur le Traitement du Signal et des Images , Aug 2019, Lille, France
Conference papers
hal-03634482v1
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A Regularization Framework for Learning over Multitask Graphs
Roula Nassif
,
Stefan Vlaski
,
Cédric Richard
,
Ali Sayed
Journal articles
hal-03634201v1
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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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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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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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Convex Combination of Diffusion Strategies over Networks
Danqi Jin
,
Jie Chen
,
Cédric Richard
,
Jingdong Chen
,
Ali Sayed
et al.
Journal articles
hal-03347272v1
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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
et al.
Journal articles
hal-03347202v1
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Online Distributed Learning over Graphs with Multitask Graph-Filter Models
Fei Hua
,
Roula Nassif
,
Cédric Richard
,
Haiyan Wang
,
Ali H Sayed
et al.
Journal articles
hal-03347206v1
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Online Dominant Generalized Eigenvectors Extraction via a Randomized Method
Haoyuan Cai
,
Maboud F. Kaloorazi
,
Jie Chen
,
Wei Chen
,
Cédric Richard
et al.
Conference papers
hal-03347376v1
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Distributed Change Detection in Streaming Graph Signals
André Ferrari
,
Cédric Richard
,
Louis Verduci
2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) , Dec 2019, Le gosier, France. pp.166-170,
⟨10.1109/CAMSAP45676.2019.9022658⟩
Conference papers
hal-03634121v1
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Transient Performance Analysis of the L1-RLS
Wei Gao
,
Jie Chen
,
Cédric Richard
,
Wentao Shi
,
Qunfei Zhang
et al.
Journal articles
hal-03347324v1
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Multitask Learning Over Adaptive Networks With Grouping Strategies
Jie Chen
,
Cédric Richard
,
Shang Kee Ting
,
Ali Sayed
Book sections
hal-03634420v1
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