GenSQL: A Probabilistic Programming System for Querying Generative Models of Database Tables.
Mathieu HuotMatin GhavamiAlexander K. LewUlrich SchaechtleCameron E. FreerZane ShelbyMartin C. RinardFeras A. SaadVikash K. MansinghkaPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- database tables
- databases
- maximum entropy principle
- prior knowledge
- programming language
- conditional random fields
- relational databases
- database systems
- discriminative models
- query language
- em algorithm
- database
- semi supervised
- expectation maximization
- data management
- discriminative learning
- language model
- training data
- information retrieval
- business intelligence
- data retrieval
- object oriented
- application server
- data model
- pairwise
- bayesian networks