On the estimation of the Wasserstein distance in generative models.
Thomas PinetzDaniel SoukupThomas PockPublished in: CoRR (2019)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- em algorithm
- hierarchical hidden markov models
- discriminative models
- semi supervised
- mixture model
- prior knowledge
- expectation maximization
- conditional random fields
- parameter estimation
- information retrieval
- generative and discriminative models
- representational power
- object categories
- distance measure
- pairwise
- topic models
- distance metric
- hidden variables
- maximum likelihood estimation
- semi supervised learning
- graphical models
- maximum entropy principle
- bayesian networks
- discriminatively trained
- image processing
- machine learning