Decentralized Multi-Task Stochastic Optimization With Compressed
Communications

Decentralized Multi-Task Stochastic Optimization With Compressed Communications

23 December 2021

Suhas Diggavi

Papers citing "Decentralized Multi-Task Stochastic Optimization With Compressed Communications"

10 / 10 papers shown

Title
Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification, and Local Computations Debraj Basu Deepesh Data C. Karakuş Suhas Diggavi MQ 54 405 0 06 Jun 2019
Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication Anastasia Koloskova Sebastian U. Stich Martin Jaggi FedML 77 509 0 01 Feb 2019
Learning Optimal Resource Allocations in Wireless Systems Mark Eisen Clark Zhang Luiz F. O. Chamon Daniel D. Lee Alejandro Ribeiro 38 208 0 21 Jul 2018
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization Sijia Liu B. Kailkhura Pin-Yu Chen Pai-Shun Ting Shiyu Chang Lisa Amini 87 182 0 25 May 2018
Gradient Sparsification for Communication-Efficient Distributed Optimization Jianqiao Wangni Jialei Wang Ji Liu Tong Zhang 74 525 0 26 Oct 2017
An Online Convex Optimization Approach to Dynamic Network Resource Allocation Tianyi Chen Qing Ling G. Giannakis 376 217 0 14 Jan 2017
Proximity Without Consensus in Online Multi-Agent Optimization Alec Koppel Brian M. Sadler Alejandro Ribeiro 51 85 0 17 Jun 2016
An Optimal Algorithm for Bandit and Zero-Order Convex Optimization with Two-Point Feedback Ohad Shamir 51 260 0 31 Jul 2015
Optimal rates for zero-order convex optimization: the power of two function evaluations John C. Duchi Michael I. Jordan Martin J. Wainwright Andre Wibisono 72 486 0 07 Dec 2013
Multitask Diffusion Adaptation over Networks Jie Chen C. Richard Ali H. Sayed 55 247 0 02 Nov 2013