Diffusion Adaptation over Networks under Imperfect Information Exchange and Non-stationary Data

29 December 2011

Papers citing "Diffusion Adaptation over Networks under Imperfect Information Exchange and Non-stationary Data"

23 / 23 papers shown

Title
Fully Stochastic Primal-dual Gradient Algorithm for Non-convex Optimization on Random Graphs Chung-Yiu Yau Haoming Liu Hoi-To Wai 34 0 0 24 Oct 2024
Differential error feedback for communication-efficient decentralized learning Roula Nassif Stefan Vlaski Marco Carpentiero Vincenzo Matta Ali H. Sayed 36 0 0 26 Jun 2024
Compressed Regression over Adaptive Networks Marco Carpentiero Vincenzo Matta Ali H. Sayed 19 2 0 07 Apr 2023
Quantization for decentralized learning under subspace constraints Roula Nassif Stefan Vlaski Marco Carpentiero Vincenzo Matta Marc Antonini Ali H. Sayed 30 29 0 16 Sep 2022
Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks Tao Yu R. D. Lamare Yi Yu OOD AAML 17 0 0 25 Jun 2022
Distributed Adaptive Learning Under Communication Constraints Marco Carpentiero Vincenzo Matta Ali H. Sayed 29 17 0 03 Dec 2021
Gramian-Based Adaptive Combination Policies for Diffusion Learning over Networks Yigit Efe Erginbas Stefan Vlaski Ali H. Sayed 39 1 0 25 Oct 2020
Privacy-Preserving Distributed Projection LMS for Linear Multitask Networks Chengcheng Wang Wee Peng Tay Ye Wei Yuan Wang 10 2 0 12 Oct 2020
On reducing the communication cost of the diffusion LMS algorithm Ibrahim El Khalil Harrane Rémi Flamary C. Richard 23 30 0 30 Nov 2017
Expander Graph and Communication-Efficient Decentralized Optimization Y. T. Chow Wei Shi Tianyu Wu W. Yin 10 29 0 03 Dec 2016
Distributed Estimation for Adaptive Networks Based on Serial-Inspired Diffusion Cornelius T. Healy R. D. Lamare DiffM 16 0 0 28 Nov 2016
Partial Diffusion Recursive Least-Squares for Distributed Estimation under Noisy Links Condition Vahid Vahidpour A. Rastegarnia A. Khalili S. Sanei 6 1 0 19 Jul 2016
An Improved Self-Organizing Diffusion Mobile Adaptive Network for Pursuing a Target A. Rastegarnia A. Khalili Md Kafiul Islam 14 0 0 22 Mar 2016
Asynchronous adaptive networks Ali H. Sayed Xiaochuan Zhao 25 12 0 30 Nov 2015
Performance Analysis of Incremental LMS over Flat Fading Channels A. Khalili A. Rastegarnia 17 21 0 09 Sep 2015
Diffusion Adaptation over Multi-Agent Networks with Wireless Link Impairments R. Abdolee B. Champagne Ali H. Sayed 24 27 0 18 Jul 2015
Distributed Clustering and Learning Over Networks Xiaochuan Zhao Ali H. Sayed FedML 42 93 0 22 Sep 2014
On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis Jianshu Chen Ali H. Sayed 51 83 0 29 Dec 2013
Asynchronous Adaptation and Learning over Networks - Part II: Performance Analysis Xiaochuan Zhao Ali H. Sayed 53 43 0 19 Dec 2013
Multitask Diffusion Adaptation over Networks Jie Chen C. Richard Ali H. Sayed 43 247 0 02 Nov 2013
Excess-Risk of Distributed Stochastic Learners Zaid J. Towfic Jianshu Chen Ali H. Sayed 60 26 0 05 Feb 2013
Performance Limits for Distributed Estimation Over LMS Adaptive Networks Xiaochuan Zhao Ali H. Sayed 42 140 0 17 Jun 2012
Diffusion Adaptation over Networks Ali H. Sayed 52 446 0 18 May 2012