Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces.
Xingchen WanVu NguyenHuong HaBin Xin RuCong LuMichael A. OsbornePublished in: ICML (2021)
Keyphrases
- high dimensional
- search space
- similarity search
- low dimensional
- categorical data
- search algorithm
- high dimensional problems
- noisy data
- maximum likelihood
- dimensionality reduction
- evolutionary algorithm
- sparse data
- bayesian networks
- bayesian decision
- nearest neighbor
- data points
- metric space
- manifold learning
- input space
- bayesian estimation