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Probabilistic Programming Language: A specialised language that integrates probability theory into its syntax and semantics, allowing for the concise specification of complex statistical models ...
GenSQL: A Probabilistic Programming System for Querying Generative Models of Database Tables. Proceedings of the ACM on Programming Languages , 2024; 8 (PLDI): 790 DOI: 10.1145/3656409 Cite This ...
Researchers at MIT have developed a novel programming system called GenQL that extends SQL to deliver probabilistic AI modeling atop tabular data, giving users a new method for bringing predictive ...
Probabilistic Programming: A programming paradigm that incorporates probabilistic models within code, enabling the direct representation and manipulation of uncertainty.