For their experiments, they created a probabilistic programming language they call Picture, which is an extension of Julia, another language developed at MIT. What's old is new.

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

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

"Probabilistic" programming can instruct a computer using just 50 lines of code to complete a task that used to take thousands of lines, researchers say. New programming languages are being ...

MIT, where the popular Julia language was born, has created a probabilistic-programming system called 'Gen', which it says will make it easier for newbies to get started with computer vision ...

The LF Deep Learning Foundation accepts Pyro as its latest project.

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

The two discuss how Bayesian Inference works, how it’s used in Probabilistic Programming, production-level languages in the space, and some of the implementations/libraries that we’re seeing.

A particular set of probabilistic inference algorithms common in robotics involve Sequential Monte Carlo methods, also known as "particle filtering," which approximates using repeated random ...