An Information-Theoretic Framework for Unifying Active Learning Problems.
Quoc Phong NguyenBryan Kian Hsiang LowPatrick JailletPublished in: AAAI (2021)
Keyphrases
- learning problems
- learning tasks
- learning algorithm
- supervised learning
- kernel methods
- machine learning
- machine learning algorithms
- sample complexity
- pac learning
- semi supervised learning
- computational learning theory
- reinforcement learning
- kernel based learning
- multi task learning
- multiple kernel learning
- statistical learning theory
- decision trees
- information extraction
- reproducing kernel hilbert space
- active learning
- semidefinite program
- prior knowledge