Instance Dependent Regret Analysis of Kernelized Bandits

Shubhanshu Shekhar, Tara Javidi. Instance Dependent Regret Analysis of Kernelized Bandits. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 19747-19772, PMLR, 2022. [doi]

Abstract

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