Publications

2024

1. NeurIPS

   Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements

   Jiseok Chae, Chulhee Yun, and Donghwan Kim

   The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024

   arXiv Bib

   @article{Chae24SEG,
     title = {Stochastic Extragradient with Flip-Flop Shuffling & Anchoring: Provable Improvements},
     author = {Chae, Jiseok and Yun, Chulhee and Kim, Donghwan},
     journal = {The Thirty-eighth Annual Conference on Neural Information Processing Systems},
     year = {2024},
   }

2. ICLR

   Two-timescale Extragradient for Finding Local Minimax Points

   Jiseok Chae, Kyuwon Kim, and Donghwan Kim

   The Twelfth International Conference on Learning Representations, 2024

   arXiv Bib

   @article{Chae24two,
     title = {Two-timescale Extragradient for Finding Local Minimax Points},
     author = {Chae, Jiseok and Kim, Kyuwon and Kim, Donghwan},
     journal = {The Twelfth International Conference on Learning Representations},
     year = {2024},
   }

2023

1. COLT

   Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima?

   Jiseok Chae, Kyuwon Kim, and Donghwan Kim

   In The Thirty Sixth Annual Conference on Learning Theory, 2023

   Bib HTML

   @inproceedings{Chae23,
     title = {Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima?},
     author = {Chae, Jiseok and Kim, Kyuwon and Kim, Donghwan},
     booktitle = {The Thirty Sixth Annual Conference on Learning Theory},
     pages = {5957--5964},
     year = {2023},
     organization = {PMLR}
   }

2. TDSC

   HEaaN-STAT: a privacy-preserving statistical analysis toolkit for large-scale numerical, ordinal, and categorical data

   Younho Lee, Jinyeong Seo, Yujin Nam, Jiseok Chae, and Jung Hee Cheon

   IEEE Transactions on Dependable and Secure Computing, 2023

   Bib HTML

   @article{Lee23,
     title = {HEaaN-STAT: a privacy-preserving statistical analysis toolkit for large-scale numerical, ordinal, and categorical data},
     author = {Lee, Younho and Seo, Jinyeong and Nam, Yujin and Chae, Jiseok and Cheon, Jung Hee},
     journal = {IEEE Transactions on Dependable and Secure Computing},
     year = {2023},
     publisher = {IEEE}
   }