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Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines

Crossref DOI link: https://doi.org/10.1088/1751-8121/ada986

Published Online: 2025-02-10

Published Print: 2025-02-10

Update policy: https://doi.org/10.1088/crossmark-policy

Authors

Fachechi, Alberto https://orcid.org/0000-0002-8392-1678
Agliari, Elena https://orcid.org/0000-0002-5121-3511
Aquaro, Miriam

Coolen, Anthony https://orcid.org/0000-0002-6976-5875
Mulder, Menno https://orcid.org/0009-0007-1703-3158
Funding

Funding for this research was provided by:

Sapienza Università di Roma (AR1221815EA97525)

Ministero dell’Istruzione, dell’Università e della Ricerca (PE0000013-FAIR)
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Article Title: Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines

Journal Title: Journal of Physics A: Mathematical and Theoretical

Article Type: paper

Copyright Information: © 2025 The Author(s). Published by IOP Publishing Ltd

Publication dates

Date Received: 2024-06-15

Date Accepted: 2025-01-13

Online publication date: 2025-02-10

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