Noisy Bayesian Active Learning.
Mohammad NaghshvarTara JavidiKamalika ChaudhuriPublished in: CoRR (2013)
Keyphrases
- active learning
- label noise
- bayesian learning
- learning strategies
- learning algorithm
- bayesian networks
- bayesian inference
- noisy data
- bayesian estimation
- bayesian analysis
- random sampling
- decision theory
- noisy environments
- labeled data
- selective sampling
- relevance feedback
- semi supervised
- learning process
- imbalanced data classification
- active learning strategies
- data sets
- posterior distribution
- posterior probability
- maximum likelihood
- data driven
- machine learning
- experimental design
- maximum entropy
- unlabeled data
- semi supervised learning
- supervised learning
- support vector machine