Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case

20 April 2017

Papers citing "Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case"

7 / 7 papers shown

Title
Decentralized Adversarial Training over Graphs Ying Cao Elsa Rizk Stefan Vlaski Ali H. Sayed AAML 114 1 0 23 Mar 2023
On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis Jianshu Chen Ali H. Sayed 91 132 0 29 Dec 2013
On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis Jianshu Chen Ali H. Sayed 87 83 0 29 Dec 2013
A simpler approach to obtaining an O(1/t) convergence rate for the projected stochastic subgradient method Simon Lacoste-Julien Mark Schmidt Francis R. Bach 180 260 0 10 Dec 2012
Sparse Distributed Learning Based on Diffusion Adaptation P. Lorenzo Ali H. Sayed 81 220 0 14 Jun 2012
Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization Alekh Agarwal Peter L. Bartlett Pradeep Ravikumar Martin J. Wainwright 199 251 0 03 Sep 2010
Distributed Consensus Algorithms in Sensor Networks: Link Failures and Channel Noise S. Kar José M. F. Moura 117 672 0 25 Nov 2007