6 citations · 6 across the 2 of their papers we have counts for
2 papers
math.OC2023
Faster Stochastic Algorithms for Minimax Optimization under Polyak--Łojasiewicz Conditions
Lesi Chen, Boyuan Yao, Luo Luo
This paper considers stochastic first-order algorithms for minimax optimization under Polyak--Łojasiewicz (PL) conditions. We propose SPIDER-GDA for solving the finite-sum problem…
cs.LG2023★ 6 cited
Colossal-Auto: Unified Automation of Parallelization and Activation Checkpoint for Large-scale Models
Yuliang Liu, Shenggui Li, Jiarui Fang +3
In recent years, large-scale models have demonstrated state-of-the-art performance across various domains. However, training such models requires various techniques to address the…