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physics.data-an2019
A deep neural network for simultaneous estimation of b jet energy and resolution
CMS Collaboration
We describe a method to obtain point and dispersion estimates for the energies of jets arising from b quarks produced in proton-proton collisions at an energy of 13 Te…
physics.data-an2018
Unfolding with Generative Adversarial Networks
Kaustuv Datta, Deepak Kar, Debarati Roy
Correcting measured detector-level distributions to particle-level is essential to make data usable outside the experimental collaborations. The term unfolding is used to describe…