On Machine-Learned Classification of Variable Stars with Sparse and Noisy Time-Series Data

Joseph W. Richards, Dan L. Starr, Nathaniel R. Butler +6

With the coming data deluge from synoptic surveys, there is a growing need for frameworks that can quickly and automatically produce calibrated classification probabilities for new…