2 citations · 3 across the 6 of their papers we have counts for
Showing math.OCShow all
3 papers · 1 filter
math.OC2024
A Communication-Efficient Stochastic Gradient Descent Algorithm for Distributed Nonconvex Optimization
Antai Xie, Xinlei Yi, Xiaofan Wang +2
This paper studies distributed nonconvex optimization problems with stochastic gradients for a multi-agent system, in which each agent aims to minimize the sum of all agents' cost…
math.OC2023★ 1 cited
Differentially Private and Communication-Efficient Distributed Nonconvex Optimization Algorithms
Antai Xie, Xinlei Yi, Xiaofan Wang +2
This paper studies the privacy-preserving distributed optimization problem under limited communication, where each agent aims to keep its cost function private while minimizing the…
math.OC2023
Compressed Differentially Private Distributed Optimization with Linear Convergence
Antai Xie, Xinlei Yi, Xiaofan Wang +2
This paper addresses the problem of differentially private distributed optimization under limited communication, where each agent aims to keep their cost function private while min…