Safe Semi-Supervised Learning of Sum-Product Networks.
Martin TrappTamas MadlRobert PeharzFranz PernkopfRobert TrapplPublished in: CoRR (2017)
Keyphrases
- semi supervised learning
- semi supervised
- sum product
- unlabeled data
- labeled data
- machine learning
- supervised learning
- label propagation
- semi supervised classification
- active learning
- co training
- training data
- social networks
- graph based semi supervised learning
- unsupervised learning
- manifold regularization
- belief propagation
- message passing
- semi supervised learning algorithms
- graphical models
- pairwise
- complex networks
- labeled and unlabeled data
- image matching
- community structure
- stereo matching
- class labels
- data sets
- text mining
- feature extraction
- object recognition