(*) denotes equal contribution
Seung Ho Song*, Hyeok Kyu Kwon*, Jun Seok Park, Soo Yeun Park, Hye Jin Kim, Jeongjik Lee, Minwoo Chae, and Gyu-Seog Choi. (2025). Machine learning-based risk scoring using clinical and surgical variables for severe complications after rectal cancer surgery. Submitted.
Hyeok Kyu Kwon, Dongha Kim, Ilsang Ohn, and Minwoo Chae. (2025). Nonparametric estimation of a factorizable density using diffusion models. Submitted. [arXiv]
Hyeok Kyu Kwon, Jaeseung Yang, and Minwoo Chae. (2026+). Evaluating image generation models via sliced Wasserstein distance. Journal of the Korean Statistical Society.
Jeyong Lee, Hyeok Kyu Kwon, and Minwoo Chae. (2025). Rates of convergence for nonparametric estimation of singular distributions using generative adversarial networks. Journal of the Korean Statistical Society. [arXiv]
Hyeok Kyu Kwon and Minwoo Chae. (2024). Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variable. In Proc. International Conference on Artificial Intelligence and Statistics (AISTATS). [proceeding]