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Nonasymptotic bounds for adversarial excess risk under misspecified models - MaRDI portal

Nonasymptotic bounds for adversarial excess risk under misspecified models

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Publication:6633039

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DOI10.1137/23m1598210MaRDI QIDQ6633039

Yu Ling Jiao, Junhui Wang, Changyu Liu, Unnamed Author

Publication date: 5 November 2024

Published in: SIAM Journal on Mathematics of Data Science (Search for Journal in Brave)

zbMATH Keywords

robustness generalization approximation error misspecified model adversarial attack

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Nonparametric estimation (62G05) Artificial neural networks and deep learning (68T07)

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