Identifying noisy labels with a transductive semi-supervised leave-one-out filter.
Bruno Klaus de Aquino AfonsoLilian BertonPublished in: Pattern Recognit. Lett. (2020)
Keyphrases
- semi supervised
- label propagation
- partially labeled
- label information
- pairwise
- semi supervised learning
- unlabeled data
- labeled data
- transductive learning
- unlabeled samples
- pairwise constraints
- labeled examples
- partially labeled data
- fully supervised
- labeled and unlabeled examples
- labeled samples
- multi label classification
- active learning
- semi supervised classification
- noise free
- supervised learning
- class labels
- unsupervised learning
- training examples
- multi view
- training data
- fully labeled
- metric learning
- label noise
- multiple instance learning
- co training
- semi supervised clustering
- weakly supervised
- manifold regularization
- noisy data
- decision trees
- cross validation
- low rank
- subspace learning
- transfer learning
- markov random field
- median filter
- support vector machine
- support vector