PAC-Bayes Bounds for Meta-learning with Data-Dependent Prior.
Tianyu LiuJie LuZheng YanGuangquan ZhangPublished in: CoRR (2021)
Keyphrases
- pac bayes
- data dependent
- meta learning
- risk bounds
- generalization bounds
- inductive learning
- learning tasks
- model selection
- decision trees
- machine learning
- machine learning algorithms
- empirical risk minimization
- feature selection
- statistical learning theory
- data mining
- energy functional
- learning algorithm
- stochastic processes
- reproducing kernel hilbert space
- base classifiers
- data sets