Semi-Supervised Learning with Max-Margin Graph Cuts.
Branislav KvetonMichal ValkoAli RahimiLing HuangPublished in: AISTATS (2010)
Keyphrases
- graph cuts
- semi supervised learning
- max margin
- multi label
- multi label classification
- semi supervised
- markov random field
- unlabeled data
- labeled data
- energy function
- belief propagation
- image segmentation
- unsupervised learning
- text categorization
- segmentation algorithm
- multi class
- latent variables
- learning problems
- supervised learning
- conditional random fields
- image annotation
- learning tasks
- machine learning
- training data
- maximum margin
- binary classification
- active learning
- transfer learning
- structured prediction
- markov networks
- image processing
- em algorithm
- d objects
- action recognition
- higher order