Distributed Stochastic Variance Reduced Gradient Methods and A Lower Bound for Communication Complexity

27 July 2015

Papers citing "Distributed Stochastic Variance Reduced Gradient Methods and A Lower Bound for Communication Complexity"

6 / 6 papers shown

Title
Optimising cost vs accuracy of decentralised analytics in fog computing environments Lorenzo Valerio A. Passarella M. Conti 35 1 0 09 Dec 2020
Federated Optimization: Distributed Machine Learning for On-Device Intelligence Jakub Konecný H. B. McMahan Daniel Ramage Peter Richtárik FedML 69 1,878 0 08 Oct 2016
Less than a Single Pass: Stochastically Controlled Stochastic Gradient Method Lihua Lei Michael I. Jordan 29 96 0 12 Sep 2016
Trading-off variance and complexity in stochastic gradient descent Vatsal Shah Megasthenis Asteris Anastasios Kyrillidis Sujay Sanghavi 25 13 0 22 Mar 2016
Communication Complexity of Distributed Convex Learning and Optimization Yossi Arjevani Ohad Shamir 39 207 0 05 Jun 2015
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 93 737 0 19 Mar 2014