Jorge FERNANDEZ-DE-COSSIO-DIAZ
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Documents
Affiliations actuelles
- Institut de Physique Théorique - UMR CNRS 3681 (IPHT)
- Université Paris-Saclay
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 (ICLR 2024), May 2024, Vienna, Austria |
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⟩ |
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Cross-individual translation of spontaneous zebrafish brain activity through a shared latent representation2026 |
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Replica Theory of Spherical Boltzmann Machine Ensembles2026 |
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A High-Order Cumulant Extension of Quasi-Linkage Equilibrium2025 |
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Linking Brain and Behavior States in Zebrafish Larvae Locomotion using Hidden Markov Models2024 |
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Replica symmetry breaking and clustering phase transitions in undersampled restricted Boltzmann machines2024 |
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Deep Tempering with Nested Restricted Boltzmann Machines2023 |
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