Beatriz Seoane

16
Documents

Publications

Publications

Quantifying memory in spin glasses

Ilaria Paga , Jian He , Marco Baity-Jesi , Enrico Calore , Andrés Cruz et al.

Physical Review Letters, 2024, 133 (25), pp.256704. ⟨10.1103/PhysRevLett.133.256704⟩

Article dans une revue hal-04344048v1
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The Copycat Perceptron: Smashing Barriers Through Collective Learning

Giovanni Catania , Aurélien Decelle , Beatriz Seoane

Physical Review E , 2024, 109 (6), pp.065313. ⟨10.1103/PhysRevE.109.065313⟩

Article dans une revue hal-04918895v1
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Inferring effective couplings with Restricted Boltzmann Machines

Aurélien Decelle , Cyril Furtlehner , Alfonso de Jesús Navas Gómez , Beatriz Seoane

SciPost Physics, 2024, Scipost Physics, 16 (4), pp.095. ⟨10.21468/SciPostPhys.16.4.095⟩

Article dans une revue hal-04885720v1
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Multifractality in spin glasses

Marco Baity-Jesi , Enrico Calore , Andrés Cruz , Luis Antonio Fernández , José Miguel Gil-Narvión et al.

Proceedings of the National Academy of Sciences of the United States of America, In press, 121 (2), pp.e2312880120. ⟨10.1073/pnas.2312880120⟩

Article dans une revue hal-04344056v1

Thermodynamics of bidirectional associative memories

Adriano Barra , Giovanni Catania , Aurélien Decelle , Beatriz Seoane

Journal of Physics A: Mathematical and Theoretical, 2023, 56 (20), pp.205005. ⟨10.1088/1751-8121/accc60⟩

Article dans une revue hal-04344065v2

Superposition principle and nonlinear response in spin glasses

Ilaria Paga , Q. Zhai , Marco Baity-Jesi , Enrico Calore , Andrés Cruz et al.

Physical Review B, 2023, 107, pp.214436. ⟨10.1103/PhysRevB.107.214436⟩

Article dans une revue hal-04344051v1

Fast and Functional Structured Data Generators Rooted in Out-of-Equilibrium Physics

Alessandra Carbone , Aurélien Decelle , Lorenzo Rosset , Beatriz Seoane

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 47 (2), pp.1309-1316. ⟨10.1109/TPAMI.2024.3495999⟩

Article dans une revue hal-04344041v1
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Memory and rejuvenation effects in spin glasses are governed by more than one length scale

Marco Baity-Jesi , Enrico Calore , Andrea Cruz , Luis Fernandez , José Miguel Gil-Narvion et al.

Nature Physics, 2023, 19 (7), pp.978-985. ⟨10.1038/s41567-023-02014-6⟩

Article dans une revue hal-04341897v1
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Soft disorder modulates the assembly path of protein complexes

Beatriz Seoane , Alessandra Carbone

PLoS Computational Biology, 2022, 18 (11), pp.e1010713. ⟨10.1371/journal.pcbi.1010713⟩

Article dans une revue hal-03911376v1
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The complexity of protein interactions unravelled from structural disorder

Beatriz Seoane , Alessandra Carbone

PLoS Computational Biology, 2021, 17 (1), pp.e1008546. ⟨10.1371/journal.pcbi.1008546⟩

Article dans une revue hal-03911374v1
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A theoretical framework for overfitting in energy-based modeling

Giovanni Catania , Aurélien Decelle , Cyril Furtlehner , Beatriz Seoane

ICML 2025 - 42nd International Conference on Machine Learning, Jul 2025, Vancouver, Canada. pp.6891-6919

Communication dans un congrès hal-05466288v1
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Fast training and sampling of Restricted Boltzmann Machines

Nicolas Béreux , Aurélien Decelle , Cyril Furtlehner , Lorenzo Rosset , Beatriz Seoane

13th International Conference on Learning Representations - ICLR 2025, Apr 2025, Singaour, Singapore

Communication dans un congrès hal-04885777v1
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Cascade of phase transitions in the training of Energy-based models

Dimitrios Bachtis , Giulio Biroli , Aurélien Decelle , Beatriz Seoane

NeurIPS 2024 - 38th Annual Conference on Neural Information Processing Systems, Dec 2024, Vancouver, Canada. ⟨10.48550/arXiv.2405.14689⟩

Communication dans un congrès hal-04897693v1
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Fast and Functional structured data generator

Alessandra Carbone , Aurélien Decelle , Lorenzo Rosset , Beatriz Seoane

ICML 2023 - Workshop on Structured Probabilistic Inference & Generative Modeling, Jul 2023, Honolulu, United States

Communication dans un congrès hal-04342214v1
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Numerical Simulations and Replica Symmetry Breaking

Víctor Martín-Mayor , Juan Ruiz-Lorenzo , Beatriz Seoane , A. Peter Young

Spin Glass Theory and Far Beyond, WORLD SCIENTIFIC, pp.69-93, 2023, 978-981-12-7391-9. ⟨10.1142/9789811273926_0005⟩

Chapitre d'ouvrage hal-04341849v1