Generalization Bounds for Partially Linear Models.
Ruitong HuangCsaba SzepesváriPublished in: ISAIM (2014)
Keyphrases
- linear models
- generalization bounds
- data dependent
- learning theory
- generalization ability
- model selection
- variable selection
- linear model
- ranking algorithm
- vc dimension
- linear classifiers
- learning problems
- gaussian processes
- statistical learning theory
- linear regression
- support vector machine svm
- cross validation
- multi class
- learning algorithm
- least squares
- upper bound
- support vector machine
- lower bound
- pattern recognition
- feature extraction