Bayesian Optimization over Mixed Type Inputs with Encoding Methods.
Zhihao LiuWeiming OuSonghao WangPublished in: PAKDD (2) (2023)
Keyphrases
- empirical studies
- preprocessing
- significant improvement
- benchmark datasets
- encoding schemes
- monte carlo methods
- optimization methods
- cross validation
- objective function
- optimization problems
- neural network
- computational cost
- classification method
- qualitative and quantitative
- statistical inference
- optimization approaches
- efficient optimization
- image segmentation
- machine learning