Batch Bayesian optimisation via density-ratio estimation with guarantees.
Rafael OliveiraLouis C. TiaoFabio RamosPublished in: CoRR (2022)
Keyphrases
- density ratio estimation
- covariate shift
- outlier detection
- model selection
- least squares
- density ratio
- bayesian networks
- semi supervised learning
- domain adaptation
- data generation
- maximum likelihood
- bayesian inference
- data streams
- conditional density estimation
- data sets
- density estimation
- cross validation
- active learning
- pairwise
- face recognition
- decision trees
- databases