208 citations · 963 across the 30 of their papers we have counts for
4 papers · 1 filter
An Introduction to Probabilistic Programming
Jan-Willem van de Meent, Brooks Paige, Hongseok Yang +1
This book is a graduate-level introduction to probabilistic programming. It not only provides a thorough background for anyone wishing to use a probabilistic programming system, bu…
Take a Look Around: Using Street View and Satellite Images to Estimate House Prices
Stephen Law, Brooks Paige, Chris Russell
When an individual purchases a home, they simultaneously purchase its structural features, its accessibility to work, and the neighborhood amenities. Some amenities, such as air qu…
A Generative Model For Electron Paths
John Bradshaw, Matt J. Kusner, Brooks Paige +2
Chemical reactions can be described as the stepwise redistribution of electrons in molecules. As such, reactions are often depicted using `arrow-pushing' diagrams which show this m…
Structured Disentangled Representations
Babak Esmaeili, Hao Wu, Sarthak Jain +6
Deep latent-variable models learn representations of high-dimensional data in an unsupervised manner. A number of recent efforts have focused on learning representations that disen…