Noisy Bayesian active learning.
Mohammad NaghshvarTara JavidiKamalika ChaudhuriPublished in: Allerton Conference (2012)
Keyphrases
- active learning
- label noise
- selective sampling
- training examples
- semi supervised
- data driven
- learning strategies
- bayesian networks
- training set
- labeled data
- bayesian learning
- random sampling
- bayesian decision
- active learning strategies
- bayesian inference
- noisy data
- supervised learning
- transfer learning
- unlabeled data
- noise free
- bayesian analysis
- crowd sourced
- relevance feedback
- data mining
- maximum entropy
- decision theory
- noisy environments
- bayesian estimation
- denoising