Yunyan Bai

most citedOn the Complexity of Decentralized Smooth Nonconvex Finite-Sum Optimization

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

collaborators

2 papers

math.OC2024

On the Complexity of Finite-Sum Smooth Optimization under the Polyak-Łojasiewicz Condition

Yunyan Bai, Yuxing Liu, Luo Luo

This paper considers the optimization problem of the form $min_{x \in R^{d}} f (x) ≜ \frac{1}{n} \sum_{i = 1}^{n} f_{i} (x)$ , where $f (\cdot)$ satisfies the…

math.OC2022★ 2 cited

On the Complexity of Decentralized Smooth Nonconvex Finite-Sum Optimization

Luo Luo, Yunyan Bai, Lesi Chen +2

We study the decentralized optimization problem $min_{x \in R^{d}} f (x) ≜ \frac{1}{m} \sum_{i = 1}^{m} f_{i} (x)$ , where the local function on the $i$ -th a…