Bringing probabilistic programming into AI development by James Kobielus. SHARE. When you’re programming an artificial intelligence application, ...

Probabilistic Programming Language: A specialised language that integrates probability theory into its syntax and semantics, allowing for the concise specification of complex statistical models ...

SAN FRANCISCO, Feb. 21, 2019 /PRNewswire/ -- The LF Deep Learning Foundation (LF DL), a Linux Foundation project that supports and sustains open s ...

The short probabilistic program simply describes principal identifying features of a human face as two symmetrically arranged objects — the eyes — and two more objects — nose and mouth ...

The work stems from a program that the U.S. Defense Advanced Research Projects Agency launched in 2013 to develop probabilistic programming languages to further facilitate the use of machine learning.

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 ...

Learn more about the Probabilistic Graphical Models 2: Inference course here including a course overview, cost information, related jobs and more.

Probabilistic Programming: A programming paradigm that incorporates probabilistic models within code, enabling the direct representation and manipulation of uncertainty.