A Three Sample Hypothesis Test for Evaluating Generative Models.
Casey MeehanKamalika ChaudhuriSanjoy DasguptaPublished in: AISTATS (2020)
Keyphrases
- generative model
- hypothesis test
- likelihood ratio
- hypothesis testing
- probabilistic model
- statistical tests
- discriminative learning
- discriminative models
- mixture model
- sample size
- maximum entropy principle
- em algorithm
- probability model
- generative and discriminative models
- conditional random fields
- prior knowledge
- object categories
- topic models
- semi supervised
- expectation maximization
- information extraction
- representational power
- hierarchical hidden markov models
- statistically significant
- clustering algorithm