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Explainable AI for ML jet taggers using expert variables and layerwise
  relevance propagation

Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation

26 November 2020
G. Agarwal
L. Hay
I. Iashvili
Benjamin Mannix
C. McLean
Margaret E. Morris
S. Rappoccio
U. Schubert
ArXivPDFHTML

Papers citing "Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation"

3 / 3 papers shown
Title
Do graph neural networks learn traditional jet substructure?
Do graph neural networks learn traditional jet substructure?
Farouk Mokhtar
Raghav Kansal
Javier Mauricio Duarte
GNN
34
11
0
17 Nov 2022
A Detailed Study of Interpretability of Deep Neural Network based Top
  Taggers
A Detailed Study of Interpretability of Deep Neural Network based Top Taggers
Ayush Khot
Mark S. Neubauer
Avik Roy
AAML
33
16
0
09 Oct 2022
A Living Review of Machine Learning for Particle Physics
A Living Review of Machine Learning for Particle Physics
Matthew Feickert
Benjamin Nachman
KELM
AI4CE
27
178
0
02 Feb 2021
1