Universal Marginalizer for Amortised Inference and Embedding of Generative Models.
Robert WaleckiAlbert BuchardKostis GourgouliasChris HartMaria LomeliAlexandre K. W. NavarroMax ZwiesseleYura PerovSaurabh JohriPublished in: CoRR (2018)
Keyphrases
- generative model
- boltzmann machine
- parameter learning
- probabilistic model
- discriminative learning
- mixture model
- bayesian framework
- em algorithm
- bayesian networks
- prior knowledge
- representational power
- discriminative models
- hierarchical hidden markov models
- generative process
- conditional random fields
- object categories
- semi supervised
- naive bayes models
- bayesian inference
- generative and discriminative models
- pitman yor process
- probabilistic inference
- hidden variables
- expectation maximization
- information extraction
- learning algorithm
- discriminative methods
- mixed membership
- dimensionality reduction
- maximum entropy principle
- topic models