Generalization in Quantum Machine Learning : a Quantum Information Standpoint

Banchi, Leonardo, Pereira, Jason and Pirandola, Stefano orcid.org/0000-0001-6165-5615 (2021) Generalization in Quantum Machine Learning : a Quantum Information Standpoint. PRX Quantum. 040321. ISSN 2691-3399

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Authors/Creators:
Copyright, Publisher and Additional Information: © 2021, The Author(s). 19 pages, 7 figures. Updated version with better connection to quantum hypothesis testing, new numerical applications for quantum phase recognition and for training quantum embeddings
Keywords: quant-ph,cs.LG,stat.ML
Dates:
  • Published: 1 November 2021
Institution: The University of York
Academic Units: The University of York > Faculty of Sciences (York) > Computer Science (York)
Depositing User: Pure (York)
Date Deposited: 02 Nov 2021 09:40
Last Modified: 03 Jan 2022 00:19
Published Version: https://doi.org/10.1103/PRXQuantum.2.040321
Status: Published
Refereed: Yes
Identification Number: https://doi.org/10.1103/PRXQuantum.2.040321

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Filename: PRXQuantum.2.040321.pdf

Description: PRXQuantum.2.040321

Licence: CC-BY 2.5

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