Robust Online Convex Optimization in the Presence of Outliers

Tim van Erven, Sarah Sachs, Wouter M. Koolen, Wojciech Kotlowski. Robust Online Convex Optimization in the Presence of Outliers. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 4174-4194, PMLR, 2021. [doi]

Abstract

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