Semi-Supervised Generation with Cluster-aware Generative Models.
Lars MaaløeMarco FraccaroOle WintherPublished in: CoRR (2017)
Keyphrases
- generative model
- semi supervised
- semi supervised learning
- semi supervised clustering
- active learning
- labeled data
- supervised learning
- pairwise
- unlabeled data
- discriminative methods
- multi view
- discriminative models
- unsupervised learning
- mixture model
- discriminative learning
- conditional random fields
- object categories
- clustering algorithm
- pairwise constraints
- probabilistic model
- co training
- maximum entropy principle
- topic models
- data points
- metric learning
- data clustering
- representational power
- word alignment
- data sets
- unlabelled data
- hierarchical hidden markov models