A detailed study of interpretability of deep neural network based top taggers

A detailed study of interpretability of deep neural network based top taggers

Recent developments in the methods of explainable artificial intelligence (XAI) allow researchers to explore the inner workings of deep neural networks (DNNs), revealing crucial information about input–output relationships and realizing how data connects with machine learning models. In this paper w...

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Bibliographic Details
Main Authors: Ayush Khot, Mark S Neubauer, Avik Roy
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Machine Learning: Science and Technology
Subjects:
explainable AI
interpretable machine learning
jet classification with deep learning
Online Access:https://doi.org/10.1088/2632-2153/ace0a1

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