Scalable Semi-Supervised Aggregation of Classifiers.
Akshay BalsubramaniYoav FreundPublished in: NIPS (2015)
Keyphrases
- semi supervised
- co training
- semi supervised support vector machines
- labeled and unlabeled data
- semi supervised learning
- partially labeled data
- semi supervised dimensionality reduction
- labeled data
- unlabeled samples
- unlabeled data
- labeled examples
- active learning
- labeled samples
- svm classifier
- multi view
- boosting framework
- supervised learning
- support vector
- training data
- labeled training data
- feature selection
- decision trees
- unsupervised learning
- class labels
- training examples
- rank aggregation
- semi supervised clustering
- semi supervised classification
- data aggregation
- linear classifiers
- supervised classification
- pairwise
- kernel logistic regression
- test set
- classification algorithm
- pairwise constraints
- decision boundary
- aggregation operators
- constrained clustering
- naive bayes
- metric learning
- face recognition
- image classification
- classifier combination
- classification systems
- classification method
- classification rate