Extrinsic Jensen-Shannon divergence and noisy Bayesian active learning.
Mohammad NaghshvarTara JavidiKamalika ChaudhuriPublished in: Allerton (2013)
Keyphrases
- jensen shannon divergence
- active learning
- information theory
- information theoretic
- feature selection
- jensen shannon
- label noise
- selective sampling
- mutual information
- semi supervised
- maximum likelihood
- machine learning
- decision trees
- learning algorithm
- random sampling
- selection criterion
- training set
- bayesian networks
- posterior distribution
- active learning strategies
- labeled data
- camera calibration
- supervised learning
- posterior probability
- genetic algorithm