Bayesian Active Learning by Disagreements: A Geometric Perspective.
Xiaofeng CaoIvor W. TsangPublished in: CoRR (2021)
Keyphrases
- active learning
- semi supervised
- selective sampling
- bayesian estimation
- random sampling
- geometric constraints
- maximum likelihood
- learning strategies
- transfer learning
- imbalanced data classification
- pool based active learning
- posterior probability
- labeled data
- data driven
- machine learning
- neural network
- semi supervised learning
- bayesian inference
- gaussian processes
- pairwise
- bayesian networks
- bayesian analysis
- annotation effort
- data mining