Bayesian Inference Semantics: A Modelling System and A Test Suite.
Jean-Philippe BernardyRasmus BlanckStergios ChatzikyriakidisShalom LappinAleksandre MaskharashviliPublished in: *SEM@NAACL-HLT (2019)
Keyphrases
- bayesian inference
- test suite
- test cases
- regression testing
- prior information
- probabilistic model
- test suite reduction
- hyperparameters
- bayesian model
- variational inference
- statistical inference
- hierarchical bayesian
- number of test cases
- software testing
- mutation testing
- bayesian models
- markov chain monte carlo
- gibbs sampler
- expectation propagation
- testing process
- variational bayes
- databases
- search algorithm
- test sequences
- prior knowledge
- database systems