Similarity-based regularization for semi-supervised learning for handwritten digit recognition.
Donato BarbuzziGiuseppe PirloSeiichi UchidaVolkmar FrinkenDonato ImpedovoPublished in: ICDAR (2015)
Keyphrases
- semi supervised learning
- handwritten digit recognition
- regularization framework
- manifold regularization
- semi supervised
- unlabeled data
- multi view learning
- unsupervised learning
- labeled data
- supervised learning
- training data
- semi supervised classification
- co training
- kernel machines
- machine learning
- learning problems
- label propagation
- active learning
- graph laplacian
- labeled and unlabeled data
- data dependent
- information retrieval
- semi supervised learning algorithms
- transfer learning
- domain adaptation
- semi supervised clustering
- unlabeled samples
- support vector
- semi supervised learning methods
- learning models
- multi view
- feature selection