Distributed Clustering and Learning Over Networks

22 September 2014

Papers citing "Distributed Clustering and Learning Over Networks"

21 / 21 papers shown

Title
Social Learning in Community Structured Graphs Valentina Shumovskaia Mert Kayaalp Ali H. Sayed 105 2 0 19 Dec 2023
Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks Tao Yu R. D. Lamare Yi Yu OOD AAML 66 0 0 25 Jun 2022
Self-aware Social Learning over Graphs K. Ntemos Virginia Bordignon Stefan Vlaski Ali H. Sayed FedML 13 4 0 25 Oct 2021
Linear Regression with Distributed Learning: A Generalization Error Perspective Martin Hellkvist Ayça Özçelikkale Anders Ahlén FedML 31 10 0 22 Jan 2021
Privacy-Preserving Distributed Projection LMS for Linear Multitask Networks Chengcheng Wang Wee Peng Tay Ye Wei Yuan Wang 42 2 0 12 Oct 2020
Resilient Distributed Diffusion for Multi-task Estimation Jiani Li X. Koutsoukos 21 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 82 74 0 07 Jan 2020
Communication-Censored Linearized ADMM for Decentralized Consensus Optimization Weiyu Li Yaohua Liu Z. Tian Qing Ling 58 22 0 15 Sep 2019
Adaptation and learning over networks under subspace constraints -- Part II: Performance Analysis Roula Nassif Stefan Vlaski Ali H. Sayed 59 17 0 01 Jun 2019
Decentralized Decision-Making Over Multi-Task Networks S. Khawatmi A. Zoubir Ali H. Sayed 8 3 0 20 Dec 2018
Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization Xianghui Mao Kun Yuan Yubin Hu Yuantao Gu Ali H. Sayed W. Yin 118 59 0 18 Apr 2018
Gravitational Clustering: A Simple, Robust and Adaptive Approach for Distributed Networks Patricia Binder Michael Muma A. Zoubir 37 15 0 31 Aug 2017
Adaptation and learning over networks for nonlinear system modeling Simone Scardapane Jie Chen C. Richard 47 3 0 28 Apr 2017
Multitask diffusion adaptation over networks with common latent representations Jie Chen C. Richard Ali H. Sayed 67 50 0 13 Feb 2017
Decentralized Clustering and Linking by Networked Agents S. Khawatmi Ali H. Sayed A. Zoubir 61 20 0 28 Oct 2016
Diffusion LMS for Multitask Problems with Local Linear Equality Constraints Roula Nassif C. Richard A. Ferrari Ali H. Sayed 72 53 0 10 Oct 2016
An Improved Self-Organizing Diffusion Mobile Adaptive Network for Pursuing a Target A. Rastegarnia A. Khalili Md Kafiul Islam 31 0 0 22 Mar 2016
Proximal Multitask Learning over Networks with Sparsity-inducing Coregularization Roula Nassif C. Richard A. Ferrari Ali H. Sayed 105 58 0 04 Sep 2015
Multitask diffusion adaptation over asynchronous networks Roula Nassif C. Richard A. Ferrari Ali H. Sayed 97 57 0 04 Dec 2014
Information Exchange and Learning Dynamics over Weakly-Connected Adaptive Networks Bicheng Ying Ali H. Sayed 91 25 0 04 Dec 2014