Simple, Distributed, and Accelerated Probabilistic Programming

Dustin Tran, Matthew W. Hoffman, Dave Moore, Christopher Suter, Srinivas Vasudevan, Alexey Radul

Neural Information Processing Systems 

We describe a simple, low-level approach for embedding probabilistic programming in a deep learning ecosystem.