Classifier surrogates: sharing AI-based searches with the world

Abstract In recent years, neural network-based classification has been used to improve data analysis at collider experiments. While this strategy proves to be hugely successful, the underlying models are not commonly shared with the public and rely on experiment-internal data as well as full detecto...

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Bibliographic Details
Published in:	European Physical Journal C: Particles and Fields
Main Authors:	Sebastian Bieringer, Gregor Kasieczka, Jan Kieseler, Mathias Trabs
Format:	Article
Language:	English
Published:	SpringerOpen 2024-09-01
Online Access:	https://doi.org/10.1140/epjc/s10052-024-13353-w

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