Semi-supervised handwritten digit recognition using very few labeled data.
Steven Van VaerenberghIgnacio SantamaríaPaolo Emilio BarbanoPublished in: ICASSP (2011)
Keyphrases
- labeled data
- handwritten digits
- semi supervised
- unlabeled data
- semi supervised learning
- active learning
- semi supervised classification
- supervised learning
- labeled and unlabeled data
- character recognition
- label propagation
- unsupervised learning
- labeled examples
- pairwise
- domain adaptation
- labeled training data
- transfer learning
- fully supervised
- pairwise constraints
- abundant unlabeled data
- co training
- multi view
- class labels
- generative model
- training examples
- semi supervised learning algorithms
- machine learning
- text classification
- training data
- text categorization
- partially labeled data
- semi supervised clustering
- co occurrence
- unlabeled instances
- labeled instances
- information extraction
- target domain
- label information
- multiple instance learning