Faithful Inversion of Generative Models for Effective Amortized Inference.
Stefan WebbAdam GolinskiRobert ZinkovSiddharth NarayanaswamyTom RainforthYee Whye TehFrank WoodPublished in: NeurIPS (2018)
Keyphrases
- generative model
- boltzmann machine
- probabilistic model
- parameter learning
- discriminative models
- prior knowledge
- mixture model
- discriminative learning
- representational power
- pitman yor process
- conditional random fields
- semi supervised
- bayesian inference
- hidden variables
- information retrieval
- hierarchical hidden markov models
- generative and discriminative models
- machine learning
- structured prediction
- probabilistic inference
- em algorithm
- pairwise
- learning algorithm