Enhancing Mixup-based Semi-Supervised Learning with Explicit Lipschitz Regularization.
Prashnna Kumar GyawaliSandesh GhimireLinwei WangPublished in: ICDM (2020)
Keyphrases
- semi supervised learning
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- labeled data
- multi view learning
- semi supervised classification
- unsupervised learning
- supervised learning
- training data
- machine learning
- active learning
- learning problems
- label propagation
- semi supervised learning algorithms
- improve the classification accuracy
- graph based semi supervised learning
- learning models
- kernel machines
- labeled and unlabeled data
- co training
- graph laplacian
- semi supervised learning methods
- data sets
- unlabeled samples
- kernel methods
- learning algorithm