BEATRIZ
SEOANE BARTOLOMÉ
Postdoctoral UCM
AURELIEN FABRICE
DECELLE
Postdoctoral UCM
Publicaciones en las que colabora con AURELIEN FABRICE DECELLE (7)
2023
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Explaining the effects of non-convergent MCMC in the training of Energy-Based Models
Proceedings of Machine Learning Research
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Learning a restricted Boltzmann machine using biased Monte Carlo sampling
SciPost Physics, Vol. 14, Núm. 3
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Thermodynamics of bidirectional associative memories
Journal of Physics A: Mathematical and Theoretical, Vol. 56, Núm. 20
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Unsupervised hierarchical clustering using the learning dynamics of restricted Boltzmann machines
Physical Review E, Vol. 108, Núm. 1
2022
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Equilibrium and non-equilibrium regimes in the learning of restricted Boltzmann machines
Journal of Statistical Mechanics: Theory and Experiment, Vol. 2022, Núm. 11
2021
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Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines
Advances in Neural Information Processing Systems
2019
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Learning a local symmetry with neural networks
Physical Review E, Vol. 100, Núm. 5