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