Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models.
Vikas RaunakMatt PostArul MenezesPublished in: CoRR (2022)
Keyphrases
- generative model
- test set
- probabilistic model
- discriminative learning
- error rate
- mixture model
- hierarchical hidden markov models
- conditional random fields
- training set
- discriminative models
- prior knowledge
- semi supervised
- maximum entropy principle
- generative and discriminative models
- training data
- hidden variables
- topic models
- em algorithm
- representational power
- discriminative methods
- semi supervised learning
- test cases
- image segmentation
- graphical models
- hidden markov models
- bayesian networks
- face recognition