An Information-Theoretic Analysis of the Impact of Task Similarity on Meta-Learning.
Sharu Theresa JoseOsvaldo SimeonePublished in: CoRR (2021)
Keyphrases
- information theoretic
- meta learning
- information theory
- mutual information
- inductive learning
- learning tasks
- theoretic framework
- model selection
- jensen shannon divergence
- similarity measure
- feature selection
- information bottleneck
- machine learning algorithms
- information theoretic measures
- decision trees
- data mining
- machine learning
- base classifiers
- multi class
- distance measure
- bayesian networks