Minwoo Chae
4 papers · 2023–2026 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
density estimation
(2)
curse of dimensionality
(2)
minimax optimal rate
(2)
nonparametric estimation
(1)
likelihood estimation
(1)
variational approximation
(1)
posterior approximation
(1)
minimax optimal
(1)
generative model
(1)
diffusion model
(1)
latent variable
(1)
variational autoencoder
(1)
low-dimensional manifold
(1)
deep generative model
(1)
sequential updating
(1)
total variation distance
(1)
bernstein-von mises theorem
(1)
singular distribution
(1)
likelihood approach
(1)
mini-batch learning
(1)
Papers
Nonparametric Estimation of a Factorizable Density using Diffusion Models
JMLR 2026
Online Bernstein-von Mises theorem
JMLR 2026
Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variable
AISTATS 2024
A Likelihood Approach to Nonparametric Estimation of a Singular Distribution Using Deep Generative Models
JMLR 2023