Value stream management involves people in the organization to examine workflows and other processes to ensure they are deriving the maximum value from their efforts while eliminating waste — of ...

This project implements an end-to-end workflow for training a Variational Autoencoder (VAE) on image data using Pyro, a probabilistic programming library built on PyTorch. It combines deep neural ...

Probabilistic programming is a recent and extremely dynamic field of research which lies at the intersection of statistical machine learning and programming language theory. Probabilistic programming ...

Probability is the mathematics of reasoning under uncertainty, much as calculus is the mathematics for reasoning about rates of change. It provides a unifying theoretical framework for understanding ...

Uber is sharing the fruits of its research into self-driving cars and artificial intelligence in general, releasing a new programming language called Pyro that aims to help developers create ...

Researchers can demonstrate that on some standard computer-vision tasks, short programs -- less than 50 lines long -- written in a probabilistic programming language are competitive with conventional ...