Research

Research articles

• (*) denotes the corresponding author 

1.  Jeyong Lee, Junhyeok Choi, and Minwoo Chae*. (2025+). Online Bernstein-von Mises theorem. Submitted. (arXiv)

2.  Junhyeok Choi, Jeyong Lee, Yongdai Kim, and Minwoo Chae*. (2025+). Online Bayesian inference for Cox proportional hazards model. Submitted to Journal of Computational and Graphical Statistics (Minor revision)

3.  Jeyong Lee, Minwoo Chae*, and Ryan Martin. (2025+). Advances in Bayesian model selection consistency for high-dimensional generalized linear models. Annals of Statistics, to appear. (arXiv) 

4.  Seonghwi Kim, Jeyong Lee, Junhyeok Choi, and Minwoo Chae*. (2025). Group-constrained latent Dirichlet allocation for fashion item recommendation. Journal of the Korean Statistical Society. (link) 

5.  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)