First Impressions: Early-Time Classification of Supernovae using Host Galaxy Information and Shallow Learning

Alexander Gagliano, Gabriella Contardo, Daniel Foreman-Mackey +2

Substantial effort has been devoted to the characterization of transient phenomena from photometric information. Automated approaches to this problem have taken advantage of comple…