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