On the Performance of Gradient Tracking with Local Updates
Author:
Affiliation:
1. Rice University,Department of Electrical and Computer Engineering,Houston,TX,USA
2. Kuwait University,Department of Electrical Engineering,Kuwait City,Kuwait
3. Alibaba DAMO Academy,Hangzhou,Zhejiang,China
Funder
National Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10383192/10383193/10383873.pdf?arnumber=10383873
Reference32 articles.
1. Distributed Stochastic Subgradient Projection Algorithms for Convex Optimization
2. Diffusion LMS Strategies for Distributed Estimation
3. EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization
4. Exact Diffusion for Distributed Optimization and Learning—Part I: Algorithm Development
5. A Decentralized Proximal-Gradient Method With Network Independent Step-Sizes and Separated Convergence Rates
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