Learning New Physics from an Imperfect Machine

Raffaele Tito d'Agnolo, Gaia Grosso, Maurizio Pierini +2

We show how to deal with uncertainties on the Standard Model predictions in an agnostic new physics search strategy that exploits artificial neural networks. Our approach builds di…