2020
Bayesian Optimisation over Multiple Continuous and Categorical Inputs
ICML 2020poster
Efficient optimisation of black-box problems that comprise both continuous and categorical inputs is important, yet poses significant challenges. Current approaches, like one-hot encoding, severely increase the dimension of the search space, while separate modelling of category-specific data is samp…