Max-Margin Deep Generative Models for (Semi-)Supervised Learning.
Chongxuan LiJun ZhuBo ZhangPublished in: CoRR (2016)
Keyphrases
- semi supervised learning
- discriminative models
- generative model
- multi label classification
- semi supervised
- parameter learning
- conditional random fields
- labeled data
- unlabeled data
- supervised learning
- unsupervised learning
- structured prediction
- markov networks
- training data
- machine learning
- co training
- probabilistic model
- text categorization
- maximum margin
- multi label
- active learning
- learning problems
- latent variables
- hidden variables
- pairwise
- em algorithm
- higher order
- multi class
- multi view
- metric learning
- learning experience
- feature extraction
- prior knowledge
- expectation maximization