Semi-supervised Learning with Ladder Networks.
Antti RasmusMathias BerglundMikko HonkalaHarri ValpolaTapani RaikoPublished in: NIPS (2015)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- semi supervised classification
- supervised learning
- co training
- machine learning
- learning problems
- manifold regularization
- label propagation
- labeled examples
- social networks
- learning models
- training data
- domain adaptation
- active learning
- labeled and unlabeled data
- transfer learning
- improve the classification accuracy
- unlabeled samples
- network analysis
- semi supervised learning methods
- graph based semi supervised learning
- graph construction
- metric learning
- community detection
- network structure
- learning algorithm