A Likelihood Approach to Nonparametric Estimation of a Singular Distribution Using Deep Generative Models

Minwoo Chae,Dongha Kim,Yongdai Kim,Lizhen Lin

arxiv（2023）

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摘要

Keywords: Data perturbation, deep generative model, distribution on a lower-dimensional manifold, maximum likelihood, singular distribution estimation.

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关键词

Data perturbation,deep generative model,distribution on a lower-dimensional manifold,maximum likelihood,singular distribution estimation

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