Large Margin Multiclass Gaussian Classification with Differential Privacy
Manas A. PathakBhiksha RajPublished in: CoRR (2010)
Keyphrases
- multi class
- multiclass classification
- support vector machine
- binary classifiers
- cost sensitive classification
- multi class classification
- multi class classifier
- multiclass problems
- multiclass support vector machines
- cost sensitive
- multiple classes
- differential privacy
- feature selection
- large margin classifiers
- binary classification
- differentially private
- binary classification problems
- support vector
- kernel fisher
- hinge loss
- error correcting output codes
- feature extraction
- discriminative learning
- multiclass learning
- cost sensitive learning
- pairwise
- text classification
- privacy preserving
- decision trees
- multi task
- machine learning
- multiclass svm
- feature vectors
- cross validation
- privacy preservation
- boosting algorithms
- svm classifier
- data sharing
- hyperplane