On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis

29 December 2013

Papers citing "On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis"

17 / 17 papers shown

Title
Policy Evaluation in Decentralized POMDPs with Belief Sharing Mert Kayaalp Fatima Ghadieh Ali H. Sayed 19 2 0 08 Feb 2023
Distributed Stochastic Optimization under a General Variance Condition Kun-Yen Huang Xiao Li Shin-Yi Pu FedML 43 6 0 30 Jan 2023
Distributed Random Reshuffling over Networks Kun-Yen Huang Xiao Li Andre Milzarek Shi Pu Junwen Qiu 39 11 0 31 Dec 2021
Distributed Adaptive Learning Under Communication Constraints Marco Carpentiero Vincenzo Matta Ali H. Sayed 29 17 0 03 Dec 2021
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning Sulaiman A. Alghunaim Kun Yuan 42 57 0 19 Oct 2021
Decision-Making Algorithms for Learning and Adaptation with Application to COVID-19 Data S. Maranò Ali H. Sayed 21 6 0 14 Dec 2020
Non-Bayesian Social Learning with Uncertain Models James Z. Hare César A. Uribe Lance M. Kaplan Ali Jadbabaie 32 25 0 09 Sep 2019
Distributed Learning in Non-Convex Environments -- Part II: Polynomial Escape from Saddle-Points Stefan Vlaski Ali H. Sayed 27 53 0 03 Jul 2019
Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning Shi Pu Alexander Olshevsky I. Paschalidis 31 41 0 28 Jun 2019
Distributed Stochastic Gradient Tracking Methods Shi Pu A. Nedić 26 287 0 25 May 2018
Learning over Multitask Graphs -- Part I: Stability Analysis Roula Nassif Stefan Vlaski Cedric Richard Ali H. Sayed 17 26 0 22 May 2018
Deterministic and Randomized Diffusion based Iterative Generalized Hard Thresholding (DiFIGHT) for Distributed Sparse Signal Recovery S. Mukhopadhyay M. Chakraborty 22 3 0 23 Apr 2018
Detection under One-Bit Messaging over Adaptive Networks S. Maranò Ali H. Sayed 29 10 0 18 Mar 2018
Distributed Learning for Stochastic Generalized Nash Equilibrium Problems Chung-Kai Yu M. Schaar Ali H. Sayed 31 85 0 29 Jul 2016
Stability and Performance Limits of Adaptive Primal-Dual Networks Zaid J. Towfic Ali H. Sayed 39 50 0 16 Aug 2014
Excess-Risk of Distributed Stochastic Learners Zaid J. Towfic Jianshu Chen Ali H. Sayed 60 26 0 05 Feb 2013
Distributed Pareto Optimization via Diffusion Strategies Jianshu Chen Ali H. Sayed 71 174 0 13 Aug 2012