Ayan Barekzai

Robust joint estimation of galaxy redshift and spectral templates using online dictionary learning

We present a novel approach to analyzing astronomical spectral survey data using our non-linear extension of an online dictionary learning algorithm. Current and upcoming surveys such as SPHEREx will use spectral data to build a 3D map of the universe by estimating the redshifts...