Parameter Estimation using Neural Networks in the Presence of Detector Effects

Anders Andreassen, Shih-Chieh Hsu, Benjamin Nachman +2

Histogram-based template fits are the main technique used for estimating parameters of high energy physics Monte Carlo generators. Parametrized neural network reweighting can be us…