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Robust Joint Estimation of Galaxy Redshift and Spectral Templates using Online Dictionary Learning

Bryan, Sean et al.
arXiv (All) · Papers
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cosmology-and-nongalactic-astrophysicssignal-processing
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 of millions of galax
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