Information-theoretic analysis of generalization capability of learning algorithms.
Aolin XuMaxim RaginskyPublished in: CoRR (2017)
Keyphrases
- theoretic analysis
- learning algorithm
- information sources
- databases
- information processing
- active learning
- domain knowledge
- higher level
- training data
- information content
- keywords
- end users
- metadata
- machine learning algorithms
- background knowledge
- learning problems
- structural information
- information overload
- information systems