On Unifying Deep Generative Models.
Zhiting HuZichao YangRuslan SalakhutdinovEric P. XingPublished in: ICLR (Poster) (2018)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- deep belief networks
- em algorithm
- maximum entropy principle
- discriminative learning
- prior knowledge
- conditional random fields
- hidden variables
- semi supervised
- topic models
- generative and discriminative models
- representational power
- hierarchical hidden markov models
- expectation maximization
- hierarchical models
- data sets