Local Conformal Predictions for Calibrated Surrogates

Suprio Dubey, Henning Bahl, Anja Butter +2

Neural network surrogates for LHC scattering amplitudes require trustworthy uncertainty estimates, a challenging task given the non-Gaussian systematics. We target it using conform…