Statistical Methodology
Siddhartha Nandy(*), Minwoo Kim(*), Shrijita Bhattacharya, and Tapabrata Maiti (2026+) "Variational Inference Aided Variable Selection For Spatially Structured High Dimensional Covariates", Journal of Computational and Graphical Statistics, in press. (∗: joint first authors with equal contributions.)
Kesen Wang, Minwoo Kim, Stefano Castruccio, and Marc G. Genton (2026+) "Modeling High-Resolution Spatio-Temporal Wind with Deep Echo State Networks and Stochastic Partial Differential Equations", Journal of the Royal Statistical Society - Series C, in press.
이동혁, 김민우 (2025) "고속 컴퓨팅 베이지안 방법론: 변분 베이즈의 실행", 한국데이터정보과학회, 36(6), 987-1003
Himchan Jeong and Minwoo Kim (2025) "Bayesian Approach to Simultaneous Variable Selection and Estimation in a Linear Regression Model with Applications in Driver Telematics", Mathematics, 13(20).
김유환, 백형민, 김민우(+), 김은수(+) (2025) "슬로싱 동역학에 대한 함수형 로지스틱 회귀 접근법", 응용통계연구, 38(3), 405-414 (+: joint corresponding authors.)
Minwoo Kim, Marc G. Genton, Raphael Huser, and Stefano Castruccio (2025) "A Neural Network-Based Adaptive Cut-Off Approach to Normality Testing for Dependent Data", Statistics and Computing, 35, 22.
Minwoo Kim, Shrijita Bhattacharya, and Tapabrata Maiti (2024) "Statistically Valid Variational Bayes Algorithm for Ising Model Parameter Estimation", Journal of Computational and Graphical Statistics, 33(1), 75-84.
Minwoo Kim, Himchan Jeong, Dipak Dey (2022). "Approximation of Zero-Inflated Poisson Credibility Premium via Variational Bayes Approach". Risks, 10(3), 54.