On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization

Jungtaek Kim 0001, Seungjin Choi. On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 4359-4375, PMLR, 2022. [doi]

Abstract

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