전공 Deep Learning Theory, Nonparametric Statistics, Graphical Models
이메일 hkkwon0922@snu.ac.kr
Academic Experience
Postdoctoral Researcher, Seoul National University, Korea, 2026~Ph.D. in Industrial and Management Engineering, POSTECH, Korea, 2020-2026B.S. in Mathematics, POSTECH, Korea, 2016-2020
Research Experience
Hyeok Kyu Kwon, Dongha Kim, Ilsang Ohn and Minwoo Chae. (2026). Nonparametric estimation of a factorizable density using diffusion models. Journal of Machine Learning Research.
Hyeok Kyu Kwon and Minwoo Chae. (2024). Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variable. AISTATS.
