Alleviating Mode Collapse Problem in Deep Bayesian Active Learning.
Pinar Ezgi DuymusSeyda ErtekinPublished in: SIU (2022)
Keyphrases
- active learning
- belief nets
- learning strategies
- random sampling
- bayesian inference
- semi supervised
- maximum likelihood
- selective sampling
- bayesian learning
- bayesian estimation
- experimental design
- posterior distribution
- posterior probability
- bayesian analysis
- data driven
- machine learning
- bayesian networks
- learning algorithm
- training set
- e learning
- pool based active learning
- decision theory
- bayesian methods
- transfer learning
- labeled data
- supervised learning
- probabilistic model