42 citations · 163 across the 36 of their papers we have counts for
4 papers · 1 filter
Snap-Shot Decentralized Stochastic Gradient Tracking Methods
Haishan Ye, Xiangyu Chang
In decentralized optimization, agents form a network and only communicate with their neighbors, which gives advantages in data ownership, privacy, and scalability. At the same…
An Efficient Stochastic Algorithm for Decentralized Nonconvex-Strongly-Concave Minimax Optimization
Lesi Chen, Haishan Ye, Luo Luo
This paper studies the stochastic nonconvex-strongly-concave minimax optimization over a multi-agent network. We propose an efficient algorithm, called Decentralized Recursive grad…
On the Complexity of Decentralized Smooth Nonconvex Finite-Sum Optimization
Luo Luo, Yunyan Bai, Lesi Chen +2
We study the decentralized optimization problem , where the local function on the -th a…
Decentralized Stochastic Variance Reduced Extragradient Method
Luo Luo, Haishan Ye
This paper studies decentralized convex-concave minimax optimization problems of the form , where is the number…