Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret

Daniele Calandriello, Luigi Carratino, Alessandro Lazaric, Michal Valko, Lorenzo Rosasco. Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret. In Alina Beygelzimer, Daniel Hsu 0001, editors, Conference on Learning Theory, COLT 2019, 25-28 June 2019, Phoenix, AZ, USA. Volume 99 of Proceedings of Machine Learning Research, pages 533-557, PMLR, 2019. [doi]

Abstract

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