An Online Gibbs Sampler Algorithm for Hierarchical Dirichlet Processes Prior. - Yongdai Kim; Minwoo Chae; Kuhwan Jeong; Byungyup Kang; Hyoju Chung (ECML/PKDD (1), 2016)

On an algorithm for solving Fredholm integrals of the first kind. - Minwoo Chae; Ryan Martin; Stephen G. Walker (Stat. Comput., 2019)

Online learning for the Dirichlet process mixture model via weakly conjugate approximation. - Kuhwan Jeong; Minwoo Chae; Yongdai Kim (Comput. Stat. Data Anal., 2023)

A Likelihood Approach to Nonparametric Estimation of a Singular Distribution Using Deep Generative Models. - Minwoo Chae; Dongha Kim; Yongdai Kim; Lizhen Lin (J. Mach. Learn. Res., 2023)

Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variable. - Hyeok Kyu Kwon; Minwoo Chae (AISTATS, 2024)

Fairness Through Matching. - Kunwoong Kim; Insung Kong; Jongjin Lee; Minwoo Chae; Sangchul Park; Yongdai Kim (Trans. Mach. Learn. Res., 2025)