Lei Guo

most citedProximal-Like Incremental Aggregated Gradient Method with Linear Convergence under Bregman Distance Growth Conditions

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

math.OC2020

Linear convergence of random dual coordinate incremental aggregated gradient methods

Hui Zhang, Yu-Hong Dai, Lei Guo

In this paper, we consider the dual formulation of minimizing $\sum_{i \in I} f_{i} (x_{i}) + \sum_{j \in J} g_{j} (A_{j} x)$ with the index sets $I$ and $J$ being large. To address the…

math.OC2017★ 1 cited

Proximal-Like Incremental Aggregated Gradient Method with Linear Convergence under Bregman Distance Growth Conditions

Hui Zhang, Yu-Hong Dai, Lei Guo +1

We introduce a unified algorithmic framework, called proximal-like incremental aggregated gradient (PLIAG) method, for minimizing the sum of a convex function that consists of addi…