Error bounds for any regression model using Gaussian processes with gradient information

Rafael Savvides, Hoang Phuc Hau Luu, Kai Puolamäki. Error bounds for any regression model using Gaussian processes with gradient information. In Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li, editors, International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Volume 238 of Proceedings of Machine Learning Research, pages 397-405, PMLR, 2024. [doi]

Abstract

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