Local Rademacher Complexity Machine.
Luca OnetoSandro RidellaDavide AnguitaPublished in: Neurocomputing (2019)
Keyphrases
- rademacher complexity
- data dependent
- risk bounds
- error bounds
- manifold regularization
- kernel methods
- generalization error
- reproducing kernel hilbert space
- image segmentation
- active learning
- data points
- unsupervised learning
- theoretical analysis
- data sets
- objective function
- learning machines
- stochastic processes
- learning algorithm