Sequential Maximum Margin Classifiers for Partially Labeled Data.
Elizabeth HouAlfred O. Hero IIIPublished in: ICASSP (2018)
Keyphrases
- maximum margin
- partially labeled data
- support vector machine
- support vector
- semi supervised
- loss function
- active learning
- co training
- hyperplane
- learning algorithm
- generalization error
- svm classifier
- supervised learning
- multiple kernel learning
- markov networks
- pattern classification
- machine learning
- linear classifiers
- training data
- labeled data
- maximum likelihood
- labeled examples
- training set
- unlabeled data
- kernel function
- semi supervised learning
- multi view
- pairwise
- feature selection
- conditional random fields
- decision boundary
- decision trees
- training examples
- binary classification
- single view
- kernel methods
- gaussian mixture model
- knn
- support vector machine svm
- multi class
- feature vectors