Probabilistic programming languages (PPLs) have emerged as a transformative tool for expressing complex statistical models and automating inference procedures. By integrating probability theory ...

Programs written in a probabilistic programming language that take just 50 lines of code where conventional systems would take thousands will be unveiled in June. The development of these new ...

If the compiler brought us into the age of software, then this new era is bringing us into the age of everything.

The CSAIL project therefore also introduces SIREN, a new prototype probabilistic programming language (PPL) that allows program developers to use annotations to specify which plans they want to ...