Publications

Provable Benefit of Random Permutations over Uniform Sampling in Stochastic Coordinate Descent

Donghwa Kim, Jaewook Lee, Chulhee Yun

International Conference on Machine Learning (ICML) 2025

Fundamental Benefit of Alternating Updates in Minimax Optimization

Jaewook Lee*, Hanseul Cho*, Chulhee Yun

International Conference on Machine Learning (ICML) 2024

Spotlight Paper, Top (144+191)/9473=3.54% of papers

Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond

Jaeyoung Cha, Jaewook Lee, Chulhee Yun

International Conference on Machine Learning (ICML) 2023

Oral Presentation, Top 155/6538=2.37% of papers