Semi-supervised Learning with Deep Generative Models.
Diederik P. KingmaShakir MohamedDanilo Jimenez RezendeMax WellingPublished in: NIPS (2014)
Keyphrases
- semi supervised learning
- generative model
- semi supervised
- discriminative models
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- probabilistic model
- mixture model
- training data
- co training
- active learning
- conditional random fields
- em algorithm
- machine learning
- topic models
- pairwise
- discriminative learning
- object recognition
- pairwise constraints
- multi label classification
- class labels
- multi view
- expectation maximization