High-Dimensional Bayesian Optimization via Tree-Structured Additive Models

1 code implementation • 24 Dec 2020 • Eric Han, Ishank Arora, Jonathan Scarlett

In addition, we propose a novel zooming-based algorithm that permits generalized additive models to be employed more efficiently in the case of continuous domains.

Additive models Bayesian Optimization +2