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Adversarial laws of large numbers and optimal regret in online classification

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Publication:6087016
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DOI10.1145/3406325.3451041arXiv2101.09054MaRDI QIDQ6087016

Noga Alon, Shay Moran, Yuval Dagan, Eylon Yogev, Omri Ben-Eliezer, Moni Naor

Publication date: 14 November 2023

Published in: Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.09054


zbMATH Keywords

online learningrandom samplingadversarial robustnesslittlestone dimensionrobust sampling


Mathematics Subject Classification ID

Theory of computing (68Qxx)


Related Items (2)

A Framework for Adversarially Robust Streaming Algorithms ⋮ Distributionally Robust Inventory Control When Demand Is a Martingale






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