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 ...

Deep probabilistic programming is a new development in machine learning that combines the principled treatment of uncertainty provided by Bayesian statistics with the capabilities of deep learning.

The first step in using GenSQL is to create a probabilistic model of their tabular data, using a “probabilistic program synthesis tool,” such as CrossCat. Once a user’s data has been turned into a ...

Thomas Hamelryck’ s probabilistic programming... Evaxion Develops Method to Enhance AI Drug Development with Deep Probabilistic Programming | Nasdaq Skip to main content ...