Using Declarative Specification to Improve the Understanding, Extensibility, and Comparison of Model-Inference Algorithms.
Ivan BeschastnikhYuriy BrunJenny AbrahamsonMichael D. ErnstArvind KrishnamurthyPublished in: IEEE Trans. Software Eng. (2015)
Keyphrases
- high level
- bayesian model
- theoretical analysis
- learning algorithm
- probabilistic model
- specification language
- model selection
- parameter estimation
- computational model
- computationally efficient
- inference process
- probabilistic networks
- linear models
- experimental data
- statistical model
- neural network
- management system
- probability distribution
- objective function
- bayesian networks
- machine learning