Statistical Property Testing for Generative Models.
Emmanouil SeferisSimon BurtonChih-Hong ChengPublished in: Tiny Papers @ ICLR (2023)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- discriminative models
- prior knowledge
- conditional random fields
- mixture model
- em algorithm
- hierarchical hidden markov models
- topic models
- object categories
- semi supervised
- hidden variables
- expectation maximization
- d objects
- support vector
- maximum entropy principle
- representational power
- maximum likelihood
- graphical models
- higher order
- image processing
- discriminatively trained
- learning algorithm