Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing.
Renyu ZhangAly A. KhanRobert L. GrossmanYuxin ChenPublished in: ICLR (2023)
Keyphrases
- batch mode
- equivalence class
- active learning
- equivalence classes
- batch mode active learning
- directed acyclic graph
- incremental learning
- semi supervised
- supervised learning
- equivalence relation
- learning algorithm
- random sampling
- computationally expensive
- multiple instance learning
- semi supervised learning
- linear classifiers
- labeled data
- learning process
- generalization error
- online learning
- training set
- data sets
- support vector machine
- bayesian networks
- neural network