Rates of convergence for nonparametric estimation of singular
distributions using generative adversarial networks

Rates of convergence for nonparametric estimation of singular distributions using generative adversarial networks

Journal of the Korean Statistical Society (JKSS), 2022

7 February 2022

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Papers citing "Rates of convergence for nonparametric estimation of singular distributions using generative adversarial networks"

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Title
A Wasserstein perspective of Vanilla GANsNeural Networks (NN), 2024 Lea Kunkel Mathias Trabs 148 12 0 22 Mar 2024
Density estimation using the perceptron P. R. Gerber Tianze Jiang Yury Polyanskiy Rui Sun 253 0 0 29 Dec 2023
Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variableInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Hyeok Kyu Kwon Minwoo Chae DRL 255 3 0 11 May 2023
A likelihood approach to nonparametric estimation of a singular distribution using deep generative modelsJournal of machine learning research (JMLR), 2021 Minwoo Chae Dongha Kim Yongdai Kim Lizhen Lin 437 22 0 09 May 2021