Improved Analysis for Dynamic Regret of Strongly Convex and Smooth Functions

Peng Zhao, Lijun Zhang. Improved Analysis for Dynamic Regret of Strongly Convex and Smooth Functions. In Ali Jadbabaie, John Lygeros, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, L4DC 2021, 7-8 June 2021, Virtual Event, Switzerland. Volume 144 of Proceedings of Machine Learning Research, pages 48-59, PMLR, 2021. [doi]

Abstract

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