Improved Active Learning via Dependent Leverage Score Sampling.
Atsushi ShimizuXiaoou ChengChristopher MuscoJonathan WearePublished in: ICLR (2024)
Keyphrases
- active learning
- random sampling
- sampling strategies
- active sampling
- selective sampling
- learning strategies
- learning algorithm
- improved algorithm
- semi supervised learning
- semi supervised
- machine learning
- experimental design
- sampling methods
- markov chain monte carlo
- stratified sampling
- search engine
- sample selection
- clustering algorithm
- sampling strategy
- imbalanced data
- relevance feedback
- learning environment
- training set
- unlabeled data
- labeled data
- supervised learning