Ridge Regression Learning Algorithm in Dual Variables.
Craig SaundersAlexander GammermanVolodya VovkPublished in: ICML (1998)
Keyphrases
- ridge regression
- learning algorithm
- dual variables
- linear regression
- cutting plane algorithm
- linear programming
- dual formulation
- regression methods
- support vector machine
- maximum margin
- ls svm
- convex optimization problems
- column generation
- machine learning algorithms
- learning problems
- training examples
- reinforcement learning
- machine learning
- generalization ability
- back propagation
- training data
- least squares
- convex optimization
- learning tasks
- training samples
- active learning
- energy function
- decision variables
- naive bayes
- feature space