Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces

Alexander Thebelt, Calvin Tsay, Robert M. Lee +4

Tree ensembles can be well-suited for black-box optimization tasks such as algorithm tuning and neural architecture search, as they achieve good predictive performance with little…