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