교수
채민우 교수
- Science Building Ⅳ #423
- mchae@postech.ac.kr
- +82-(0)54-279-2207
- 박사학위서울대학교 (통계학)
- 연구분야통계학, 데이터과학, 머신러닝
- 연구실Statistics and Data Science (SDS) Lab.
소개
학력
- 서울대학교 (통합-통계학)
- 포항공과대학교 (학사-수학)
주요경력
- CASE WESTERN RESERVE UNIVERSITY DEPT. OF MATH, APPLIED MATH & STATICS
- 서울대학교 자연과학대학 통계학과
- THE UNIVERSITY OF TEXAS AT AUSTIN DEPT. OF MATHEMATICS
- 서울대학교 자연과학대학 통계학과
전문분야
Key Papers
- J Lee, ■M Chae■, R Martin, "Advances in Bayesian model selection consistency for high-dimensional generalized linear models", Annals of Statistics, 2024. doi: 10.48550/arXiv.2408.04359
- ■M Chae■, D Kim, Y Kim, L Lin, "A likelihood approach to nonparametric estimation of a singular distribution using deep generative models," Journal of Machine Learning Research, vol. 24, 2023.
- ■M Chae■, "Adaptive Bayesian inference for current status data on a grid," Bernoulli, vol. 29, p. 403-427, 2023. doi: 10.3150/22-BEJ1462
- ■M Chae■, L Lin, DB Dunson, "Bayesian sparse linear regression with unknown symmetric error," Information and Inference: A Journal of the IMA, vol. 8, p. 621-653, 2019. doi: 10.1093/imaiai/iay022
- ■M Chae■, R Martin, SG Walker, "On an algorithm for solving Fredholm integrals of the first kind," Statistics and Computing, vol. 29, p. 645-654, 2019. doi: 10.1007/s11222-018-9829-z