Tree Ensemble Kernels for Bayesian Optimization with Known Constraints Over Mixed-Feature Spaces

Item #:

068431-2711

Details

DOI: https://doi.org/10.52202/068431-2711
Author(s): Robert Lee, Ruth Misener, Behrang Shafei, Nathan Sudermann-Merx, Alexander Thebelt, Calvin Tsay, David Walz
Pages: 37401-37415 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-2711
Author(s): Robert Lee, Ruth Misener, Behrang Shafei, Nathan Sudermann-Merx, Alexander Thebelt, Calvin Tsay, David Walz
Pages: 37401-37415 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)