Bayesian active learning with abstention feedbacks.
Cuong V. NguyenLam Si Tung HoHuan XuVu C. DinhBinh T. NguyenPublished in: Neurocomputing (2022)
Keyphrases
- active learning
- relevance feedback
- data driven
- bayesian networks
- semi supervised
- selective sampling
- supervised learning
- cost sensitive
- bayesian decision
- training examples
- learning strategies
- training set
- annotation effort
- pool based active learning
- machine learning
- bayesian inference
- random sampling
- bayesian analysis
- active learning strategies
- labeled data
- maximum likelihood
- learning process
- feature selection
- unlabeled data
- bayesian estimation
- imbalanced data classification
- music emotion classification
- decision theory
- gaussian processes
- posterior distribution
- neural network
- semi supervised learning
- support vector
- case study
- learning algorithm
- data mining