1). As discussed later, probabilistic programming offers an elegant way of generalizing graphical models, allowing a much richer representation of models. The compositionality of probabilistic ...

"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 ...

Their method combines probabilistic AI models with the programming language SQL to provide faster and more accurate results than other methods. A new tool makes it easier for database users to ...

Prof. Thomas Hamelryck’s probabilistic programming group at the University of Copenhagen. The paper describes BIFROST, a novel predictive system based on deep probabilistic programming that ...