Proper losses for discrete generative models.
Rafael M. FrongilloDhamma KimparaBo WaggonerPublished in: CoRR (2022)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- conditional random fields
- discriminative models
- prior knowledge
- maximum entropy principle
- em algorithm
- latent dirichlet allocation
- hierarchical hidden markov models
- hidden variables
- topic models
- generative and discriminative models
- object categories
- semi supervised
- representational power
- decision trees
- expectation maximization
- graphical models
- hidden markov models
- object recognition