22 citations · 56 across the 13 of their papers we have counts for
4 papers · 1 filter
BALPA: A Balanced Primal-Dual Algorithm for Nonsmooth Optimization with Application to Distributed Optimization
Luyao Guo, Jinde Cao, Xinli Shi +1
In this paper, we propose a novel primal-dual proximal splitting algorithm (PD-PSA), named BALPA, for the composite optimization problem with equality constraints, where the loss f…
Differentially Private Decentralized Optimization with Relay Communication
Luqing Wang, Luyao Guo, Shaofu Yang +1
Security concerns in large-scale networked environments are becoming increasingly critical. To further improve the algorithm security from the design perspective of decentralized o…
Finite-Time Convergent Algorithms for Time-Varying Distributed Optimization
Xinli Shi, Guanghui Wen, Xinghuo Yu
This paper focuses on finite-time (FT) convergent distributed algorithms for solving time-varying (TV) distributed optimization (TVDO). The objective is to minimize the sum of loca…
DISA: A Dual Inexact Splitting Algorithm for Distributed Convex Composite Optimization
Luyao Guo, Xinli Shi, Shaofu Yang +1
In this paper, we propose a novel Dual Inexact Splitting Algorithm (DISA) for distributed convex composite optimization problems, where the local loss function consists of a smooth…