Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index

Item #:

079017-3669

Details

DOI: https://doi.org/10.52202/079017-3669
Author(s): Raul Astudillo, Peter Frazier, Ziv Scully, Alexander Terenin, Qian Xie
Pages: 115523-115562 (40 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-3669
Author(s): Raul Astudillo, Peter Frazier, Ziv Scully, Alexander Terenin, Qian Xie
Pages: 115523-115562 (40 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)