Yujin Choi

Stability Analysis of Sharpness-Aware Minimization

Hoki Kim, Jinseong Park, Yujin Choi, 2023, ArXiv.

Efficient differentially private kernel support vector classifier for multi-class classification

Junyoung Byun, Saerom Park, Jinseong Park, 2022, Information Sciences.

Differentially Private Sharpness-Aware Training

Hoki Kim, Jinseong Park, Yujin Choi, 2023, ICML.

Exploring the Effect of Multi-step Ascent in Sharpness-Aware Minimization

Hoki Kim, Jinseong Park, Yujin Choi, 2023, arXiv.org.

Improving the Utility of Differentially Private Clustering through Dynamical Processing

Jaewoo Lee, Junyoung Byun, Yujin Choi, 2023, ArXiv.

Efficient homomorphic encryption framework for privacy-preserving regression

Jaewook Lee, Junyoung Byun, Saerom Park, 2022, Applied Intelligence.

Fair Sampling in Diffusion Models through Switching Mechanism

Hoki Kim, Jinseong Park, Yujin Choi, 2024, AAAI.