Ratio Matching MMD Nets: Low dimensional projections for effective deep generative models.
Akash SrivastavaKai XuMichael U. GutmannCharles SuttonPublished in: CoRR (2018)
Keyphrases
- generative model
- low dimensional
- probabilistic model
- prior knowledge
- mixture model
- hierarchical hidden markov models
- conditional random fields
- high dimensional
- discriminative learning
- deep belief networks
- dimensionality reduction
- em algorithm
- data sets
- semi supervised
- high dimensional data
- matching algorithm
- maximum entropy principle
- information extraction
- feature space
- expectation maximization