Vincent Lau

collaborators

2 papers

math.OC2026

Accelerated Decentralized Constraint-Coupled Optimization: A Dual $^{2}$ Approach

Jingwang Li, Vincent Lau

In this paper, we focus on a class of decentralized constraint-coupled optimization problem: $min_{x_{i} \in R^{d_{i}}, i \in I; y \in R^{p}}$ $\sum_{i=1}^n\…

math.OC2026

Smoothness of the Augmented Lagrangian Dual in Convex Optimization

Jingwang Li, Vincent Lau

This paper focuses on the general linearly constrained optimization problem: $min_{x \in R^{d}} f (x) s.t. A x = b$ , where $f: \mathbb{R}^d \rightarrow \mathbb{R}…

Accelerated Decentralized Constraint-Coupled Optimization: A Dual2 Approach

Smoothness of the Augmented Lagrangian Dual in Convex Optimization

Accelerated Decentralized Constraint-Coupled Optimization: A Dual $^{2}$ Approach