Search Results for author: Richard Galvez

Found 2 papers, 1 papers with code

Modeling the Gaia Color-Magnitude Diagram with Bayesian Neural Flows to Constrain Distance Estimates

2 code implementations21 Aug 2019 Miles D. Cranmer, Richard Galvez, Lauren Anderson, David N. Spergel, Shirley Ho

We demonstrate an algorithm for learning a flexible color-magnitude diagram from noisy parallax and photometry measurements using a normalizing flow, a deep neural network capable of learning an arbitrary multi-dimensional probability distribution.

Cannot find the paper you are looking for? You can Submit a new open access paper.