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: CoRR (2021)
Keyphrases
- high dimensional
- search space
- genetic algorithm
- dimensionality reduction
- low dimensional
- categorical data
- global information
- sparse data
- bayesian networks
- search algorithm
- bayesian learning
- nearest neighbor
- maximum likelihood
- numerical values
- high dimensional datasets
- high dimensional spaces
- gene expression data
- knn
- probability distribution
- feature space
- feature extraction