Bayesian Active Learning With Non-Persistent Noise.
Mohammad NaghshvarTara JavidiKamalika ChaudhuriPublished in: IEEE Trans. Inf. Theory (2015)
Keyphrases
- active learning
- bayesian approaches
- noise level
- semi supervised
- semi supervised learning
- signal to noise ratio
- learning strategies
- missing data
- labeled data
- additive noise
- supervised learning
- noise reduction
- bayesian networks
- image noise
- noisy environments
- random sampling
- noise model
- bayesian inference
- random noise
- noisy data
- batch mode
- machine learning
- noise sensitivity
- label noise
- gaussian noise
- posterior probability
- transfer learning
- maximum likelihood
- data driven
- training set