Generalization bounds for non-stationary mixing processes.
Vitaly KuznetsovMehryar MohriPublished in: Mach. Learn. (2017)
Keyphrases
- non stationary
- generalization bounds
- generalization ability
- learning theory
- data dependent
- model selection
- statistical learning theory
- vc dimension
- ranking algorithm
- linear classifiers
- learning problems
- statistical learning
- reinforcement learning
- decision trees
- neural network
- learning algorithm
- learning machines
- kernel machines
- machine learning