Understanding Estimation and Generalization Error of Generative Adversarial Networks

DOI10.1109/TIT.2021.3053234zbMath1473.62180OpenAlexW3122177519MaRDI QIDQ5001604

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Publication date: 22 July 2021

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1109/tit.2021.3053234

zbMATH Keywords

estimation and generalization errorsgenerative adversarial network (GAN) training

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Minimax problems in mathematical programming (90C47) Neural nets and related approaches to inference from stochastic processes (62M45)

Related Items (2)

Unnamed Item ⋮ MR-GAN: Manifold Regularized Generative Adversarial Networks for Scientific Data

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