A Closer look at Consistency Regularization for Semi-Supervised Learning.
Soumyadeep GhoshSanjay KumarAwanish KumarJanu VermaPublished in: COMAD/CODS (2024)
Keyphrases
- semi supervised learning
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- multi view learning
- labeled data
- supervised learning
- unsupervised learning
- machine learning
- learning problems
- semi supervised classification
- kernel machines
- training data
- label propagation
- learning models
- improve the classification accuracy
- semi supervised learning algorithms
- active learning
- labeled and unlabeled data
- co training
- graph laplacian
- graph based semi supervised learning
- pairwise
- domain adaptation
- semi supervised clustering
- data dependent
- e learning