Research

Research articles

• (*) denotes the corresponding author 

1.  Online Bernstein-von Mises theorem

   • Jeyong Lee, Junhyeok Choi, and Minwoo Chae*

   • Journal of Machine Learning Research. (2026)

2. Online Bayesian inference for Cox proportional hazards model

   • Junhyeok Choi, Jeyong Lee, Yongdai Kim, and Minwoo Chae* 

   • Journal of Computational and Graphical Statistics. (2026+)

3.  Advances in Bayesian model selection consistency for high-dimensional generalized linear models

   • Jeyong Lee, Minwoo Chae*, and Ryan Martin

   • Annals of Statistics. (2025)

4.  Group-constrained latent Dirichlet allocation for fashion item recommendation

   • Seonghwi Kim, Jeyong Lee, Junhyeok Choi, and Minwoo Chae*

   • Journal of the Korean Statistical Society. (2025) 

5.  Rates of convergence for nonparametric estimation of singular distributions using generative adversarial networks

   • Jeyong Lee, Hyeok Kyu Kwon, and Minwoo Chae*

   • Journal of the Korean Statistical Society. (2025)