6 citations · 14 across the 9 of their papers we have counts for
13 papers
Distributed Event-Triggered Algorithm for Convex Optimization with Coupled Constraints
Yi Huang, Xianlin Zeng, Ziyang Meng +1
This paper develops a distributed primal-dual algorithm via event-triggered mechanism to solve a class of convex optimization problems subject to local set constraints, coupled equ…
Distributed stochastic projection-free solver for constrained optimization
Xia Jiang, Xianlin Zeng, Lihua Xie +2
This paper proposes a distributed stochastic projection-free algorithm for large-scale constrained finite-sum optimization whose constraint set is complicated such that the project…
Distributed stochastic gradient tracking algorithm with variance reduction for non-convex optimization
Xia Jiang, Xianlin Zeng, Jian Sun +1
This paper proposes a distributed stochastic algorithm with variance reduction for general smooth non-convex finite-sum optimization, which has wide applications in signal processi…
Distributed synchronous and asynchronous algorithms for semi-definite programming with diagonal constraints
Xia Jiang, Xianlin Zeng, Jian Sun +1
This paper develops distributed synchronous and asynchronous algorithms for the large-scale semi-definite programming with diagonal constraints, which has wide applications in comb…
Distributed proximal gradient algorithm for non-smooth non-convex optimization over time-varying networks
Xia Jiang, Xianlin Zeng, Jian Sun +1
This note studies the distributed non-convex optimization problem with non-smooth regularization, which has wide applications in decentralized learning, estimation and control. The…
Solving A Class of Nonsmooth Resource Allocation Problems with Directed Graphs though Distributed Smooth Multi-Proximal Algorithms
Yue Wei, Chengsi Shang, Hao Fang +3
In this paper, two distributed multi-proximal primal-dual algorithms are proposed to deal with a class of distributed nonsmooth resource allocation problems. In these problems, the…