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Physical Review E

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PNAS Nexus (1)Physics (1)

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Analytic theory of dropout regularization

Francesco Mori ^*

Francesca Mignacco

Rudolf Peierls Centre for Theoretical Physics, University of Oxford, Oxford OX1 3PU, United Kingdom

Graduate Center, City University of New York, New York, New York 10016, USA and Joseph Henry Laboratories of Physics, Princeton University, Princeton, New Jersey 08544, USA

^*Contact author: francesco.mori@physics.ox.ac.uk

A statistical physics framework for optimal learning

Francesca Mignacco, Francesco Mori, and Derek Abbott

PNAS Nexus 5 pgag182 (2026)

Viewing Neural Networks Through a Statistical-Physics Lens

Hugo Cui

Physics 19 26 (2026)

No title available

Zouya Lai and Chengying Yan

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ISSN 2470-0053 (online), 2470-0045 (print).

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