Large Margin Multiclass Gaussian Classification with Differential Privacy.
Manas A. PathakBhiksha RajPublished in: PSDML (2010)
Keyphrases
- multi class
- multiclass classification
- binary classifiers
- support vector machine
- multiclass problems
- differential privacy
- cost sensitive classification
- multiclass support vector machines
- multiple classes
- multi class classification
- multi class classifier
- differentially private
- cost sensitive
- binary classification problems
- hinge loss
- feature selection
- support vector
- kernel fisher
- error correcting output codes
- multiclass svm
- loss function
- binary classification
- perceptron algorithm
- hyperplane
- large margin classifiers
- feature vectors
- privacy preserving
- pairwise
- image classification
- support vector machine svm
- data mining
- svm classifier
- multiclass learning
- discriminative learning
- feature extraction
- decision trees
- base classifiers
- maximum margin
- text classification
- high dimensional
- training set
- feature space
- machine learning