Max-Margin Deep Generative Models for (Semi-)Supervised Learning.
Chongxuan LiJun ZhuBo ZhangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2018)
Keyphrases
- semi supervised learning
- discriminative models
- generative model
- semi supervised
- multi label classification
- parameter learning
- conditional random fields
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- structured prediction
- maximum margin
- markov networks
- co training
- latent variables
- probabilistic model
- machine learning
- learning problems
- active learning
- training data
- hidden variables
- prior knowledge
- pairwise
- text categorization
- multi label
- transfer learning
- object categories
- multi class
- em algorithm
- multi view
- learning algorithm
- higher order
- bayesian networks