Estimating cluster masses: a comparative study between machine learning and maximum likelihood

Raeed Mundow, Adi Nusser

We compare an autoencoder convolutional neural network (AE-CNN) with a conventional maximum-likelihood estimator (MLE) for inferring cluster virial masses, $M_v$, directly from the…