Via Machinae: Searching for Stellar Streams using Unsupervised Machine Learning

David Shih, Matthew R. Buckley, Lina Necib +1

We develop a new machine learning algorithm, Via Machinae, to identify cold stellar streams in data from the Gaia telescope. Via Machinae is based on ANODE, a general method that u…