Decorrelated Jet Substructure Tagging using Adversarial Neural Networks

Decorrelated Jet Substructure Tagging using Adversarial Neural Networks

10 March 2017

Papers citing "Decorrelated Jet Substructure Tagging using Adversarial Neural Networks"

14 / 14 papers shown

Title
FAIR Universe HiggsML Uncertainty Challenge Competition W. Bhimji P. Calafiura Ragansu Chakkappai Yuan-Tang Chou S. Diefenbacher ... D. Rousseau Benjamin Sluijter Benjamin Thorne Ihsan Ullah Yulei Zhang 46 2 0 03 Oct 2024
Decorrelation using Optimal Transport M. Algren J. A. Raine T. Golling OT 36 1 0 11 Jul 2023
Rethinking SO(3)-equivariance with Bilinear Tensor Networks C. Shimmin Zhelun Li Ema Smith 3DPC 28 0 0 20 Mar 2023
Decorrelation with conditional normalizing flows Samuel Klein T. Golling 40 4 0 04 Nov 2022
Bias and Priors in Machine Learning Calibrations for High Energy Physics Rikab Gambhir Benjamin Nachman Jesse Thaler AI4CE 34 7 0 10 May 2022
Machine Learning in the Search for New Fundamental Physics G. Karagiorgi Gregor Kasieczka S. Kravitz Benjamin Nachman David Shih AI4CE 49 113 0 07 Dec 2021
Online-compatible Unsupervised Non-resonant Anomaly Detection Vinicius Mikuni Benjamin Nachman David Shih 34 35 0 11 Nov 2021
A Cautionary Tale of Decorrelating Theory Uncertainties A. Ghosh Benjamin Nachman 32 17 0 16 Sep 2021
Bump Hunting in Latent Space Blaž Bortolato B. Dillon J. Kamenik Aleks Smolkovič DRL 36 43 0 11 Mar 2021
Image-Based Jet Analysis Michael Kagan 25 7 0 17 Dec 2020
Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation G. Agarwal L. Hay I. Iashvili Benjamin Mannix C. McLean Margaret E. Morris S. Rappoccio U. Schubert 46 18 0 26 Nov 2020
Dealing with Nuisance Parameters using Machine Learning in High Energy Physics: a Review T. Dorigo P. D. Castro 23 14 0 17 Jul 2020
Simulation Assisted Likelihood-free Anomaly Detection Anders Andreassen Benjamin Nachman David Shih 19 112 0 14 Jan 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