Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning.
Mehdi SajjadiMehran JavanmardiTolga TasdizenPublished in: NIPS (2016)
Keyphrases
- semi supervised learning
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- labeled data
- multi view learning
- semi supervised classification
- supervised learning
- machine learning
- unsupervised learning
- co training
- learning problems
- label propagation
- training data
- semi supervised learning algorithms
- active learning
- improve the classification accuracy
- labeled and unlabeled data
- graph based semi supervised learning
- domain adaptation
- semi supervised clustering
- graph construction
- unlabeled samples
- data dependent
- training examples
- multi view
- pairwise
- feature selection