Adversarial Risk via Optimal Transport and Optimal Couplings

DOI10.1109/TIT.2021.3100107zbMath1486.62190arXiv1912.02794OpenAlexW3185055925MaRDI QIDQ4958283

Muni Sreenivas Pydi, Varun Jog

Publication date: 7 September 2021

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

Full work available at URL: https://arxiv.org/abs/1912.02794

zbMATH Keywords

adversarial classifiersadversarial riskoptimal transport plans for univariate distributions

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Information theory (general) (94A15)

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