Beatriz Seoane

Publications

Article dans une revue (10)

Quantifying memory in spin glasses Ilaria Paga,Jian He,Marco Baity-Jesi,Enrico Calore,Andrés Cruzet al. Physical Review Letters, 2024, 133 (25), pp.256704. ⟨10.1103/PhysRevLett.133.256704⟩ Article dans une revue hal-04344048v1
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
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
Multifractality in spin glasses Marco Baity-Jesi,Enrico Calore,Andrés Cruz,Luis Antonio Fernández,José Miguel Gil-Narviónet 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 Cruzet 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
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-Narvionet al. Nature Physics, 2023, 19 (7), pp.978-985. ⟨10.1038/s41567-023-02014-6⟩ Article dans une revue hal-04341897v1
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
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

Communication dans un congrès (4)

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
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
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
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

Chapitre d'ouvrage (1)

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

Pré-publication, Document de travail (1)

PRIVET: Privacy Metric Based On Extreme Value Theory Antoine Szatkownik,Aurélien Decelle,Beatriz Seoane,Nicolas Béreux,Léo Plancheet al. 2025 Pré-publication, Document de travail hal-05326013v1