Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active Learning.
Wei TanLan DuWray L. BuntinePublished in: CoRR (2023)
Keyphrases
- active learning
- selective sampling
- learning strategies
- supervised learning
- bayesian estimation
- random sampling
- information retrieval
- experimental design
- training examples
- labeled data
- probabilistic model
- training set
- bayesian networks
- neural network
- data driven
- similarity measure
- pool based active learning
- bayesian decision
- search result diversification
- batch mode
- learning algorithm
- scoring function
- decision theory
- gaussian processes
- posterior probability
- transfer learning
- semi supervised