Multiclass Semi-Supervised Learning on Graphs using Ginzburg-Landau Functional Minimization.
Cristina Garcia-CardonaArjuna FlennerAllon G. PercusPublished in: CoRR (2013)
Keyphrases
- multi class
- semi supervised learning
- graph construction
- semi supervised
- labeled data
- unlabeled data
- pairwise
- supervised learning
- unsupervised learning
- multiclass classification
- machine learning
- support vector machine
- cost sensitive
- learning problems
- training data
- active learning
- objective function
- text categorization
- improve the classification accuracy
- feature selection
- co training
- binary classification
- learning models
- label propagation
- text classification
- error correcting output codes
- multi task
- object recognition
- metric learning
- multi label classification
- transfer learning
- binary classification problems