Simulation-Prior Independent Neural Unfolding Procedure

Anja Butter, Theo Heimel, Nathan Huetsch +2

Machine learning allows unfolding high-dimensional spaces without binning at the LHC. The new SPINUP method extracts the unfolded distribution based on a neural network encoding th…