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