Second Order PAC-Bayesian Bounds for the Weighted Majority Vote.
Andrés R. MasegosaStephan Sloth LorenzenChristian IgelYevgeny SeldinPublished in: CoRR (2020)
Keyphrases
- pac bayesian
- majority vote
- distribution free
- classifier ensemble
- generalization bounds
- classifier combination
- data dependent
- rademacher complexity
- fusion methods
- error bounds
- image processing
- random selection
- generalization ability
- learning theory
- machine learning
- vc dimension
- model selection
- probabilistic model
- active learning