research
∙
04/27/2023
Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes
Despite their many desirable properties, Gaussian processes (GPs) are of...
share
research
∙
02/17/2021
BORE: Bayesian Optimization by Density-Ratio Estimation
Bayesian optimization (BO) is among the most effective and widely-used b...
research
∙
03/24/2020
Model-based Asynchronous Hyperparameter Optimization
We introduce a model-based asynchronous multi-fidelity hyperparameter op...
research
∙
06/05/2018