Robust sensible adversarial learning of deep neural networks for image classification

DOI10.1214/22-AOAS1637arXiv2205.10457OpenAlexW4367598587MaRDI QIDQ6104084

Jungeum Kim, Unnamed Author

Publication date: 5 June 2023

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2205.10457

zbMATH Keywords

classificationrobustnessBayes classifieradversarial learningdeep neural networksimplicit loss truncation

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Cites Work

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• John W. Tukey's contributions to robust statistics
• Statistical decision functions which minimize the maximum risk
• The 1972 Wald Lecture Robust Statistics: A Review

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