Generalization bounds and consistency for latent-structural probit and ramp loss.
David A. McAllesterPublished in: MLSLP (2011)
Keyphrases
- generalization bounds
- data dependent
- learning theory
- generalization ability
- convex combinations
- latent variables
- model selection
- ranking algorithm
- learning problems
- linear classifiers
- statistical learning theory
- vc dimension
- ranking functions
- neural network
- learning algorithm
- bp neural network
- artificial neural networks
- high dimensional
- hash functions
- lower bound
- objective function