Provable tradeoffs in adversarially robust classification

DOI10.1109/tit.2022.3205449zbMath1547.62079MaRDI QIDQ6575589

Hamed Hassani, David E. Hong, Alexander Robey, Edgar Dobriban

Publication date: 21 July 2024

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

zbMATH Keywords

exact and approximate Bayes-optimal robust classifierstwo- and three-class Gaussian classification problems

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

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