Towards Comparable Active Learning.
Thorben WernerJohannes BurchertLars Schmidt-ThiemePublished in: CoRR (2023)
Keyphrases
- active learning
- learning strategies
- random sampling
- supervised learning
- learning algorithm
- active learning strategies
- selective sampling
- significantly lower
- semi supervised
- training set
- labeled data
- transfer learning
- cost sensitive
- relevance feedback
- semi supervised learning
- imbalanced data classification
- expected loss
- annotation effort
- data mining
- unlabeled data
- evolutionary algorithm
- pairwise
- lower bound
- feature space
- multiscale
- training data
- computer vision
- genetic algorithm
- information retrieval