Per-Object Systematics using Deep-Learned Calibration

Gregor Kasieczka, Michel Luchmann, Florian Otterpohl +1

We show how to treat systematic uncertainties using Bayesian deep networks for regression. First, we analyze how these networks separately trace statistical and systematic uncertai…