Near Optimal Bayesian Active Learning for Decision Making.
Shervin JavdaniYuxin ChenAmin KarbasiAndreas KrauseJ. Andrew BagnellSiddhartha S. SrinivasaPublished in: CoRR (2014)
Keyphrases
- active learning
- decision making
- decision theory
- decision makers
- semi supervised
- random sampling
- decision support system
- decision support
- bayesian learning
- learning strategies
- training examples
- information processing
- labeled data
- data driven
- supply chain
- fuzzy logic
- learning process
- learning algorithm
- bayesian decision
- decision process
- batch mode
- selective sampling
- active learning strategies
- bayesian inference
- supervised learning
- relevance feedback
- unlabeled data
- posterior distribution
- maximum likelihood
- knowledge management
- bayesian estimation
- making decisions
- pairwise
- machine learning
- data sets