Disentangled Multi-Fidelity Deep Bayesian Active Learning.
Dongxia WuRuijia NiuMatteo ChinazziYian MaRose YuPublished in: ICML (2023)
Keyphrases
- active learning
- belief nets
- bayesian networks
- training examples
- posterior probability
- bayesian decision
- sample selection
- bayesian learning
- learning strategies
- data driven
- unlabeled data
- semi supervised learning
- random sampling
- maximum likelihood
- supervised learning
- learning process
- annotation effort
- information systems
- selective sampling
- bayesian analysis
- active learning strategies
- pool based active learning