Proper Losses for Discrete Generative Models.
Dhamma KimparaRafael M. FrongilloBo WaggonerPublished in: ICML (2023)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- discriminative models
- mixture model
- em algorithm
- prior knowledge
- generative and discriminative models
- hierarchical hidden markov models
- semi supervised
- object categories
- maximum entropy principle
- latent dirichlet allocation
- representational power
- topic models
- hidden variables
- discriminative methods
- discriminatively trained
- active learning