Thinking Inside the Box: A Tutorial on Grey-Box Bayesian Optimization

Author:

Astudillo Raul1,Frazier Peter I.1

Affiliation:

1. School of Operations Research and Information Engineering, Cornell University,Ithaca,NY,USA,14853

Publisher

IEEE

Reference64 articles.

1. Bayes–Hermite quadrature

2. Value-at-Risk Optimization with Gaussian Processes;nguyen;Proceedings of the 38th International Conference on Machine Learning,2021

3. Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization;letham;Advances in neural information processing systems,2020

4. A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise

5. Distributionally Robust Bayesian Optimization;kirschner;Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics,2020

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