Distributed Diffusion-Based LMS for Node-Specific Adaptive Parameter Estimation

8 August 2014

Papers citing "Distributed Diffusion-Based LMS for Node-Specific Adaptive Parameter Estimation"

20 / 20 papers shown

Title
Distributed Stochastic Optimization under a General Variance Condition Kun-Yen Huang Xiao Li Shin-Yi Pu FedML 93 7 0 30 Jan 2023
Efficient Fully Distributed Federated Learning with Adaptive Local Links E. Georgatos C. Mavrokefalidis K. Berberidis OOD 13 3 0 23 Mar 2022
Self-aware Social Learning over Graphs K. Ntemos Virginia Bordignon Stefan Vlaski Ali H. Sayed FedML 13 4 0 25 Oct 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
Potential Games for Distributed Constrained Consensus D. Ampeliotis K. Berberidis 13 0 0 08 Aug 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
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
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
An Event-based Diffusion LMS Strategy Yansen Wang Wee Peng Tay Wuhua Hu 44 1 0 28 Feb 2018
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features P. Bouboulis S. Chouvardas Sergios Theodoridis 85 69 0 23 Mar 2017
Multitask diffusion adaptation over networks with common latent representations Jie Chen C. Richard Ali H. Sayed 74 50 0 13 Feb 2017
Diffusion LMS for Multitask Problems with Local Linear Equality Constraints Roula Nassif C. Richard A. Ferrari Ali H. Sayed 76 53 0 10 Oct 2016
On the Asymptotic Bias of the Diffusion-Based Distributed Pareto Optimization Reza Arablouei K. Doğançay Stefan Werner Yih-Fang Huang 104 2 0 13 Nov 2015
Proximal Multitask Learning over Networks with Sparsity-inducing Coregularization Roula Nassif C. Richard A. Ferrari Ali H. Sayed 105 58 0 04 Sep 2015
Adaptive Diffusion Schemes for Heterogeneous Networks Jesus Fernandez-Bes J. Arenas-García Magno T. M. Silva L. A. Azpicueta-Ruiz 74 32 0 08 Apr 2015
Multitask diffusion adaptation over asynchronous networks Roula Nassif C. Richard A. Ferrari Ali H. Sayed 102 57 0 04 Dec 2014
Distributed Clustering and Learning Over Networks Xiaochuan Zhao Ali H. Sayed FedML 106 93 0 22 Sep 2014