Pileup Mitigation with Machine Learning (PUMML)

26 July 2017

Papers citing "Pileup Mitigation with Machine Learning (PUMML)"

8 / 8 papers shown

Title
Bias and Priors in Machine Learning Calibrations for High Energy Physics Rikab Gambhir Benjamin Nachman Jesse Thaler AI4CE 37 7 0 10 May 2022
A Living Review of Machine Learning for Particle Physics Matthew Feickert Benjamin Nachman KELM AI4CE 39 178 0 02 Feb 2021
Image-Based Jet Analysis Michael Kagan 25 7 0 17 Dec 2020
Object condensation: one-stage grid-free multi-object reconstruction in physics detectors, graph and image data J. Kieseler 3DPC 24 48 0 10 Feb 2020
Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra A. Chakraborty Sung Hak Lim M. Nojiri 42 43 0 03 Apr 2019
Learning representations of irregular particle-detector geometry with distance-weighted graph networks S. Qasim J. Kieseler Y. Iiyama M. Pierini 35 135 0 21 Feb 2019
Energy Flow Networks: Deep Sets for Particle Jets Patrick T. Komiske E. Metodiev Jesse Thaler PINN 3DPC 45 251 0 11 Oct 2018
Opening the black box of neural nets: case studies in stop/top discrimination Thomas Roxlo M. Reece 21 22 0 24 Apr 2018