Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems

Matthias Bitzer, Mona Meister, Christoph Zimmer. Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 7897-7912, PMLR, 2023. [doi]

Abstract

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