Beatriz Seoane

30 papers A* 5Journal 22Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	A Theoretical Framework For Overfitting In Energy-based Modeling. ICML Giovanni Catania, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2025	J	`jnl`	A theoretical framework for overfitting in energy-based modeling. CoRR Giovanni Catania, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2025	J	`jnl`	Fast and Functional Structured Data Generators Rooted in Out-of-Equilibrium Physics. IEEE Trans. Pattern Anal. Mach. Intell. Alessandra Carbone, Aurélien Decelle, Lorenzo Rosset, Beatriz Seoane
2025	A*	`conf`	Fast training and sampling of Restricted Boltzmann Machines. ICLR Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane
2025	J	`jnl`	Inferring High-Order Couplings with Neural Networks. CoRR Aurélien Decelle, Alfonso De Jesus Navas Gómez, Beatriz Seoane
2025	J	`jnl`	LoRA-DR-suite: adapted embeddings predict intrinsic and soft disorder from protein sequences. Bioinform. Gianluca Lombardi, Beatriz Seoane, Alessandra Carbone
2025	J	`jnl`	On the role of non-linear latent features in bipartite generative neural networks. CoRR Tony Bonnaire, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2025	J	`jnl`	PRIVET: Privacy Metric Based on Extreme Value Theory. CoRR Antoine Szatkownik, Aurélien Decelle, Beatriz Seoane, Nicolas Béreux, Léo Planche, Guillaume Charpiat, Burak Yelmen, Flora Jay, Cyril Furtlehner
2024	J	`jnl`	Cascade of phase transitions in the training of Energy-based models. CoRR Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle, Beatriz Seoane
2024	A*	`conf`	Cascade of phase transitions in the training of energy-based models. NeurIPS Dimitrios Bachtis, Giulio Biroli, Aurélien Decelle, Beatriz Seoane
2024	J	`jnl`	Fast, accurate training and sampling of Restricted Boltzmann Machines. CoRR Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane
2023	A*	`conf`	Explaining the effects of non-convergent MCMC in the training of Energy-Based Models. ICML Elisabeth Agoritsas, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2023	J	`jnl`	Explaining the effects of non-convergent sampling in the training of Energy-Based Models. CoRR Elisabeth Agoritsas, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2023	J	`jnl`	Fast and Functional Structured Data Generators Rooted in Out-of-Equilibrium Physics. CoRR Alessandra Carbone, Aurélien Decelle, Lorenzo Rosset, Beatriz Seoane
2023	J	`jnl`	Inferring effective couplings with Restricted Boltzmann Machines. CoRR Aurélien Decelle, Cyril Furtlehner, Alfonso De Jesus Navas Gómez, Beatriz Seoane
2023	J	`jnl`	The Copycat Perceptron: Smashing Barriers Through Collective Learning. CoRR Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2023	J	`jnl`	Unsupervised hierarchical clustering using the learning dynamics of RBMs. CoRR Aurélien Decelle, Lorenzo Rosset, Beatriz Seoane
2022	J	`jnl`	Learning a Restricted Boltzmann Machine using biased Monte Carlo sampling. CoRR Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2022	J	`jnl`	Soft disorder modulates the assembly path of protein complexes. PLoS Comput. Biol. Beatriz Seoane, Alessandra Carbone
2022	J	`jnl`	Thermodynamics of bidirectional associative memories. CoRR Adriano Barra, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
2021	A*	`conf`	Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines. NeurIPS Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2021	J	`jnl`	Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines. CoRR Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2021	J	`jnl`	The complexity of protein interactions unravelled from structural disorder. PLoS Comput. Biol. Beatriz Seoane, Alessandra Carbone
2019	J	`jnl`	Learning a Gauge Symmetry with Neural Networks. CoRR Aurélien Decelle, Victor Martin-Mayor, Beatriz Seoane
2014	J	`jnl`	Janus II: A new generation application-driven computer for spin-system simulations. Comput. Phys. Commun. Marco Baity-Jesi, Rachel A. Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes
2013	J	`jnl`	Janus II: a new generation application-driven computer for spin-system simulations. CoRR Marco Baity-Jesi, Rachel A. Baños, Andres Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Muñoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes
2013	—	`conf`	The Janus Project: Boosting Spin-Glass Simulations Using FPGAs. PDeS Antonio Gordillo-Guerrero, Marco Baity-Jesi, Raquel Alvarez Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, David Iñiguez, Andrea Maiorano, Fabio Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Muñoz Sudupe, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes, Beatriz Seoane, Denis Navarro
2012	—	`conf`	Janus2: an FPGA-based supercomputer for spin glass simulations. FutureHPC@ICS Marco Baity-Jesi, Rachel A. Baños, Andres Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, Marco Guidetti, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes
2012	J	`jnl`	Reconfigurable computing for Monte Carlo simulations: results and prospects of the Janus project CoRR Marco Baity-Jesi, Rachel A. Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, Marco Guidetti, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Marcello Pivanti, Sergio Perez Gaviro, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Pedro Tellez, Raffaele Tripiccione, David Yllanes
2012	—	`conf`	Spin Glass Simulations on the Janus Architecture: A Desperate Quest for Strong Scaling. Euro-Par Workshops Marco Baity-Jesi, Rachel A. Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, Marco Guidetti, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Pedro Tellez, Raffaele Tripiccione, David Yllanes