DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization
Work
Year: 2022
Type: article
Abstract: Emerging applications in multiagent environments such as internet-of-things, networked sensing, autonomous systems, and federated learning, call for decentralized algorithms for finite-sum optimizatio... more
Authors Boyue Li, Zhize Li, Yuejie Chi
Cites: 48
Cited by: 4
Related to: 10
FWCI: 0.708
Citation percentile (by year/subfield): 58.55
Subfield: Computer Networks and Communications
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Decent work and economic growth
Open Access status: gold
Funders National Science Foundation, National Science Foundation, Carnegie Mellon University, Office of Naval Research, Air Force Research Laboratory
Grant IDS CCF-2007911, CCF-1901199, , N00014-19-1-2404, FA8750-20-2-0504