Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes.
Feras SaadVikash MansinghkaPublished in: AISTATS (2017)
Keyphrases
- databases
- empirical bayes
- programming language
- database
- inclusion dependencies
- sparse data
- data model
- database systems
- generative model
- decision trees
- relational databases
- probabilistic model
- information systems
- high dimensional
- support vector
- microsoft access
- regression model
- uncertain data
- database queries
- programming environment
- bayesian networks
- model selection