Batch Bayesian optimisation via density-ratio estimation with guarantees.
Rafael OliveiraLouis C. TiaoFabio T. RamosPublished in: NeurIPS (2022)
Keyphrases
- density ratio estimation
- covariate shift
- outlier detection
- model selection
- least squares
- density ratio
- domain adaptation
- semi supervised learning
- conditional density estimation
- density estimation
- bayesian inference
- data generation
- machine learning
- semi supervised
- support vector
- bayesian networks
- face recognition
- databases