Risk Bounds for Over-parameterized Maximum Margin Classification on Sub-Gaussian Mixtures.
Yuan CaoQuanquan GuMikhail BelkinPublished in: CoRR (2021)
Keyphrases
- maximum margin
- gaussian mixture
- support vector
- pattern classification
- support vector machine
- hyperplane
- image classification
- supervised learning
- learning algorithm
- feature vectors
- feature extraction
- machine learning
- multiple kernel learning
- support vector machine svm
- probability density function
- decision trees
- density estimation
- training set
- expectation maximization
- generalization error
- cross validation
- feature selection
- machine learning algorithms
- model selection
- pattern recognition
- multi class