An Information-Theoretic Framework for Unifying Active Learning Problems.
Quoc Phong NguyenBryan Kian Hsiang LowPatrick JailletPublished in: CoRR (2020)
Keyphrases
- learning problems
- learning tasks
- kernel methods
- supervised learning
- machine learning algorithms
- semi supervised learning
- machine learning
- learning algorithm
- sample complexity
- reinforcement learning
- pac learning
- multi task learning
- computational learning theory
- statistical learning theory
- kernel based learning
- multiple kernel learning
- multi task
- information retrieval
- kernel function
- unsupervised learning
- semi supervised
- active learning