Categorical Generative Model Evaluation via Synthetic Distribution Coarsening.
Florence RegolMark CoatesPublished in: AISTATS (2024)
Keyphrases
- generative model
- probabilistic model
- bayesian framework
- mixture model
- em algorithm
- latent dirichlet allocation
- prior knowledge
- expectation maximization
- discriminative learning
- posterior probability
- prior distribution
- probability distribution
- learning environment
- discriminative models
- generative process
- primal sketch
- random variables
- natural images
- semi supervised
- probability density function
- data sets
- markov chain monte carlo
- topic models
- learned models
- graphical models
- video representation
- fisher kernel
- video sequences
- dirichlet process mixture models