Distribution-Interpolation Trade off in Generative Models.
Damian LesniakIgor SieradzkiIgor T. PodolakPublished in: ICLR (Poster) (2019)
Keyphrases
- generative model
- trade off
- probabilistic model
- discriminative learning
- mixture model
- discriminative models
- prior knowledge
- hierarchical hidden markov models
- semi supervised
- conditional random fields
- em algorithm
- topic models
- discriminative methods
- representational power
- maximum entropy principle
- hidden variables
- data sets
- machine learning
- expectation maximization
- deep belief networks
- decision trees
- generative and discriminative models