no code implementations • 13 Feb 2024 • Jose Pablo Folch, Calvin Tsay, Robert M Lee, Behrang Shafei, Weronika Ormaniec, Andreas Krause, Mark van der Wilk, Ruth Misener, Mojmír Mutný
Bayesian optimization is a methodology to optimize black-box functions.
no code implementations • 1 Dec 2023 • Jose Pablo Folch, James Odgers, Shiqiang Zhang, Robert M Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
There has been a surge in interest in data-driven experimental design with applications to chemical engineering and drug manufacturing.
1 code implementation • 11 Nov 2022 • Jose Pablo Folch, Robert M Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
Bayesian Optimization is a useful tool for experiment design.
2 code implementations • 31 Jan 2022 • Jose Pablo Folch, Shiqiang Zhang, Robert M Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
Bayesian Optimization is a very effective tool for optimizing expensive black-box functions.