Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds.
Balaji KrishnapuramLawrence CarinMário A. T. FigueiredoAlexander J. HarteminkPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2005)
Keyphrases
- multinomial logistic regression
- generalization bounds
- data dependent
- learning theory
- generalization ability
- multi class
- model selection
- learning problems
- statistical learning theory
- vc dimension
- linear classifiers
- ranking algorithm
- learning algorithm
- kernel machines
- theoretical analysis
- machine learning algorithms
- ranking functions
- training data