Sequential Maximum Margin Classifiers for Partially Labeled Data.
Elizabeth HouAlfred O. Hero IIIPublished in: CoRR (2018)
Keyphrases
- maximum margin
- partially labeled data
- support vector machine
- support vector
- loss function
- semi supervised
- active learning
- co training
- hyperplane
- learning algorithm
- generalization error
- svm classifier
- linear classifiers
- supervised learning
- multiple kernel learning
- pattern classification
- maximum likelihood
- unlabeled data
- markov networks
- training data
- feature selection
- decision boundary
- multi class
- semi supervised learning
- labeled data
- training examples
- multi task
- multi view
- kernel methods
- training set
- machine learning
- cross validation
- feature space
- training samples
- learning process