Inferring Generative Model Structure with Static Analysis.
Paroma VarmaBryan D. HePayal BajajImon BanerjeeNishith KhandwalaDaniel L. RubinChristopher RéPublished in: CoRR (2017)
Keyphrases
- generative model
- static analysis
- probabilistic model
- bayesian framework
- dynamic analysis
- em algorithm
- discriminative learning
- prior knowledge
- generative and discriminative models
- source code
- database
- topic models
- semi supervised
- latent dirichlet allocation
- pitman yor process
- expectation maximization
- data sets
- discriminative models
- symbolic execution
- case study
- abstract interpretation
- fisher kernel
- generative process
- low level
- regular expressions
- image classification