Safe Semi-Supervised Learning of Sum-Product Networks.
Martin TrappTamas MadlRobert PeharzFranz PernkopfRobert TrapplPublished in: UAI (2017)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- sum product
- labeled data
- co training
- unsupervised learning
- semi supervised classification
- training data
- supervised learning
- active learning
- manifold regularization
- machine learning
- graph based semi supervised learning
- semi supervised learning algorithms
- label propagation
- message passing
- labeled and unlabeled data
- social networks
- complex networks
- network structure
- computer vision
- multi view
- higher order
- prior knowledge