Star-Galaxy Image Separation with Computationally Efficient Gaussian Process Classification

Amanda L. Muyskens, Imène R. Goumiri, Benjamin W. Priest +4

We introduce a novel method for discerning optical telescope images of stars from those of galaxies using Gaussian processes (GPs). Although applications of GPs often struggle in h…