Multitask Diffusion Adaptation over Networks

2 November 2013

Jie Chen

Papers citing "Multitask Diffusion Adaptation over Networks"

46 / 46 papers shown

Title
Distributed Continual Learning with CoCoA in High-dimensional Linear Regression Martin Hellkvist Ayça Özçelikkale Anders Ahlén OOD 83 1 0 04 Dec 2023
Robust Non-parametric Knowledge-based Diffusion Least Mean Squares over Adaptive Networks Soheila Ashkezari-Toussi H. Yazdi DiffM 18 0 0 03 Dec 2023
Personalized Graph Federated Learning with Differential Privacy François Gauthier Vinay Chakravarthi Gogineni Stefan Werner Yih-Fang Huang A. Kuh FedML 70 8 0 10 Jun 2023
Continual Learning with Distributed Optimization: Does CoCoA Forget? Martin Hellkvist Ayça Özçelikkale Anders Ahlén CLL OOD 77 1 0 30 Nov 2022
Quantization for decentralized learning under subspace constraints Roula Nassif Stefan Vlaski Marco Carpentiero Vincenzo Matta Marc Antonini Ali H. Sayed 90 30 0 16 Sep 2022
A Distributed Diffusion Kalman Filter In Multitask Networks I. A. Chikwendu Kulevome Delanyo Kwame Bensah C. Ukwuoma C. Ejiyi 45 0 0 07 Jul 2022
Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks Tao Yu R. D. Lamare Yi Yu OOD AAML 57 0 0 25 Jun 2022
Decentralized Multi-Task Stochastic Optimization With Compressed Communications Navjot Singh Xuanyu Cao Suhas Diggavi Tamer Basar 62 9 0 23 Dec 2021
Byzantine Resilient Distributed Multi-Task Learning Jiani Li W. Abbas X. Koutsoukos 41 8 0 25 Oct 2020
Privacy-Preserving Distributed Projection LMS for Linear Multitask Networks Chengcheng Wang Wee Peng Tay Ye Wei Yuan Wang 42 2 0 12 Oct 2020
Learning an Interpretable Graph Structure in Multi-Task Learning Shujian Yu Francesco Alesiani Ammar Shaker Wenzhe Yin 30 2 0 11 Sep 2020
Tracking Performance of Online Stochastic Learners Stefan Vlaski Elsa Rizk Ali H. Sayed 28 3 0 04 Apr 2020
Resilient Distributed Diffusion for Multi-task Estimation Jiani Li X. Koutsoukos 11 3 0 23 Mar 2020
Resilient Distributed Diffusion in Networks with Adversaries Jiani Li W. Abbas X. Koutsoukos AAML 64 31 0 23 Mar 2020
Multitask learning over graphs: An Approach for Distributed, Streaming Machine Learning Roula Nassif Stefan Vlaski C. Richard Jie Chen Ali H. Sayed 77 74 0 07 Jan 2020
Distributed Change Detection in Streaming Graph Signals A. Ferrari C. Richard Louis Verduci 52 8 0 15 Oct 2019
Adaptation and learning over networks under subspace constraints -- Part I: Stability Analysis Roula Nassif Stefan Vlaski Ali H. Sayed 54 30 0 21 May 2019
Clustered Multitask Nonnegative Matrix Factorization for Spectral Unmixing of Hyperspectral Data Sara Khoshsokhan Roozbeh Rajabi H. Zayyani 22 18 0 16 May 2019
Sparsity Constrained Distributed Unmixing of Hyperspectral Data Sara Khoshsokhan Roozbeh Rajabi H. Zayyani 57 24 0 20 Feb 2019
Hyperspectral Unmixing Based on Clustered Multitask Networks Sara Khoshsokhan Roozbeh Rajabi H. Zayyani 11 1 0 27 Dec 2018
Learning over Multitask Graphs -- Part II: Performance Analysis Roula Nassif Stefan Vlaski Cedric Richard Ali H. Sayed 41 12 0 22 May 2018
Learning over Multitask Graphs -- Part I: Stability Analysis Roula Nassif Stefan Vlaski Cedric Richard Ali H. Sayed 65 29 0 22 May 2018
DJAM: distributed Jacobi asynchronous method for learning personal models Inês Almeida J. Xavier FedML 42 11 0 26 Mar 2018
Communication Optimality Trade-offs For Distributed Estimation Anit Kumar Sahu D. Jakovetić S. Kar 67 10 0 12 Jan 2018
On reducing the communication cost of the diffusion LMS algorithm Ibrahim El Khalil Harrane Rémi Flamary C. Richard 52 32 0 30 Nov 2017
Distributed Unmixing of Hyperspectral Data With Sparsity Constraint Sara Khoshsokhan Roozbeh Rajabi H. Zayyani 50 4 0 03 Nov 2017
Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition Mohammad Rostami Soheil Kolouri Kyungnam Kim Eric Eaton FedML CLL 78 35 0 15 Sep 2017
Adaptation and learning over networks for nonlinear system modeling Simone Scardapane Jie Chen C. Richard 45 3 0 28 Apr 2017
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features P. Bouboulis S. Chouvardas Sergios Theodoridis 83 69 0 23 Mar 2017
Multitask diffusion adaptation over networks with common latent representations Jie Chen C. Richard Ali H. Sayed 60 50 0 13 Feb 2017
Decentralized Clustering and Linking by Networked Agents S. Khawatmi Ali H. Sayed A. Zoubir 49 20 0 28 Oct 2016
Diffusion LMS for Multitask Problems with Local Linear Equality Constraints Roula Nassif C. Richard A. Ferrari Ali H. Sayed 64 53 0 10 Oct 2016
Distributed Adaptive Learning of Graph Signals P. Lorenzo P. Banelli Sergio Barbarossa S. Sardellitti 101 63 0 20 Sep 2016
Distributed Learning for Stochastic Generalized Nash Equilibrium Problems Chung-Kai Yu M. Schaar Ali H. Sayed 110 87 0 29 Jul 2016
Proximity Without Consensus in Online Multi-Agent Optimization Alec Koppel Brian M. Sadler Alejandro Ribeiro 94 85 0 17 Jun 2016
Asynchronous adaptive networks Ali H. Sayed Xiaochuan Zhao 62 12 0 30 Nov 2015
Proximal Multitask Learning over Networks with Sparsity-inducing Coregularization Roula Nassif C. Richard A. Ferrari Ali H. Sayed 89 58 0 04 Sep 2015
Stochastic Behavior of the Nonnegative Least Mean Fourth Algorithm for Stationary Gaussian Inputs and Slow Learning J. Ni Jian Yang Jie Chen C. Richard J. Bermudez 41 7 0 24 Aug 2015
Diffusion Adaptation Over Clustered Multitask Networks Based on the Affine Projection Algorithm Vinay Chakravarthi Gogineni M. Chakraborty 42 6 0 29 Jul 2015
Adaptive Diffusion Schemes for Heterogeneous Networks Jesus Fernandez-Bes J. Arenas-García Magno T. M. Silva L. A. Azpicueta-Ruiz 72 32 0 08 Apr 2015
Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data Haroon Raja W. Bajwa 115 92 0 25 Dec 2014
Multitask diffusion adaptation over asynchronous networks Roula Nassif C. Richard A. Ferrari Ali H. Sayed 92 57 0 04 Dec 2014
Information Exchange and Learning Dynamics over Weakly-Connected Adaptive Networks Bicheng Ying Ali H. Sayed 81 25 0 04 Dec 2014
Success and Failure of Adaptation-Diffusion Algorithms for Consensus in Multi-Agent Networks Gemma Morral Pascal Bianchi G. Fort 94 13 0 25 Oct 2014
Distributed Clustering and Learning Over Networks Xiaochuan Zhao Ali H. Sayed FedML 100 93 0 22 Sep 2014
Distributed Diffusion-Based LMS for Node-Specific Adaptive Parameter Estimation J. Plata-Chaves N. Bogdanović K. Berberidis 74 86 0 08 Aug 2014