Adaptive Meta-Learning via data-dependent PAC-Bayes bounds.
Lior FriedmanRon MeirPublished in: CoLLAs (2023)
Keyphrases
- pac bayes
- data dependent
- risk bounds
- meta learning
- generalization bounds
- learning tasks
- model selection
- inductive learning
- machine learning algorithms
- machine learning
- decision trees
- learning algorithm
- feature selection
- data mining
- empirical risk minimization
- base classifiers
- energy functional
- transfer learning
- data sets