Minwoo Chae

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 6

Top Topics

Generative Model

Online Learning

Top Venues

J. Mach. Learn. Res.

Publications

Hyeok Kyu Kwon, Minwoo Chae
Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variable. AISTATS (2024)
Minwoo Chae, Dongha Kim, Yongdai Kim, Lizhen Lin
A Likelihood Approach to Nonparametric Estimation of a Singular Distribution Using Deep Generative Models. J. Mach. Learn. Res. 24 (2023)
Kuhwan Jeong, Minwoo Chae, Yongdai Kim
Online learning for the Dirichlet process mixture model via weakly conjugate approximation. Comput. Stat. Data Anal. 179 (2023)
Minwoo Chae, Dongha Kim, Yongdai Kim, Lizhen Lin
A likelihood approach to nonparametric estimation of a singular distribution using deep generative models. CoRR (2021)
Minwoo Chae, Ryan Martin, Stephen G. Walker
On an algorithm for solving Fredholm integrals of the first kind. Stat. Comput. 29 (4) (2019)
Yongdai Kim, Minwoo Chae, Kuhwan Jeong, Byungyup Kang, Hyoju Chung
An Online Gibbs Sampler Algorithm for Hierarchical Dirichlet Processes Prior. ECML/PKDD (1) (2016)