Jorge FERNANDEZ-DE-COSSIO-DIAZ
28
Documents
Affiliations actuelles
- Institut de Physique Théorique - UMR CNRS 3681 (IPHT)
- Université Paris-Saclay
- Laboratoire de physique de l'ENS - ENS Paris (LPENS)
Identifiants chercheurs
Site web
Présentation
I am a CNRS Junior Professor working at IPhT, interested in machine learning, statistical mechanics and biological sequence modeling.
Publications
Publications
Accelerated Sampling with Stacked Restricted Boltzmann MachinesThe Twelfth International Conference on Learning Representations, May 2024, Vienna, Austria. https://openreview.net/forum?id=kXNJ48Hvw1
Communication dans un congrès
hal-05355567
v1
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Generative Modeling of RNA Sequence Families with Restricted Boltzmann MachinesRNA Design, 2847, Springer US, pp.163-175, 2025, Methods in Molecular Biology, ⟨10.1007/978-1-0716-4079-1_11⟩
Chapitre d'ouvrage
hal-04734117
v1
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A High-Order Cumulant Extension of Quasi-Linkage Equilibrium2025
Pré-publication, Document de travail
cea-05321646
v1
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Linking Brain and Behavior States in Zebrafish Larvae Locomotion using Hidden Markov Models2024
Pré-publication, Document de travail
(preprint/prepublication)
hal-04445557
v2
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Replica symmetry breaking and clustering phase transitions in undersampled restricted Boltzmann machines2024
Pré-publication, Document de travail
hal-04447899
v1
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Deep Tempering with Nested Restricted Boltzmann Machines2023
Pré-publication, Document de travail
hal-03919483
v1
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