Near-linear time Gaussian process optimization with adaptive batching and resparsification

Daniele Calandriello, Luigi Carratino, Alessandro Lazaric, Michal Valko, Lorenzo Rosasco. Near-linear time Gaussian process optimization with adaptive batching and resparsification. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 1295-1305, PMLR, 2020. [doi]

Abstract

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