Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization.
Jixiang QingNicolas KnuddeIvo CouckuytTom DhaeneKohei ShintaniPublished in: WSC (2020)
Keyphrases
- active learning
- batch mode
- learning strategies
- generalization error
- learning algorithm
- bayesian estimation
- bayesian networks
- semi supervised
- data driven
- maximum likelihood
- machine learning
- gaussian processes
- training examples
- bayesian learning
- bayesian inference
- batch processing
- batch learning
- multi task
- incremental learning
- posterior probability
- feasible solution
- region of interest
- image regions
- semi supervised learning
- learning process
- training set