Modeling All Response Surfaces in One for Conditional Search Spaces

Jiaxing Li, Wei Liu, Chao Xue +4

Bayesian Optimization (BO) is a sample-efficient black-box optimizer commonly used in search spaces where hyperparameters are independent. However, in many practical AutoML scenari…