Search Results for author: James Odgers

Found 2 papers, 0 papers with code

Mixed-Output Gaussian Process Latent Variable Models

no code implementations14 Feb 2024 James Odgers, Chrysoula Kappatou, Ruth Misener, Sarah Filippi

Our framework allows the use of a range of priors for the weights of each observation.

Practical Path-based Bayesian Optimization

no code implementations1 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.

Bayesian Optimization Experimental Design

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