Sfoglia per Autore
Reconstruction of Pairwise interactions using energy-based models
2021 Feinauer, Christoph; Lucibello, Carlo
Entropic gradient descent algorithms and wide flat minima
2021 Pittorino, Fabrizio; Lucibello, Carlo; Feinauer, Christoph; Perugini, Gabriele; Baldassi, Carlo; Demyanenko, Elizaveta; Zecchina, Riccardo
Interpretable pairwise distillations for generative protein sequence models
2022 Feinauer, Christoph; Meynard-Piganeau, Barthelemy; Lucibello, Carlo
Deep learning via message passing algorithms based on belief propagation
2022 Lucibello, Carlo; Pittorino, Fabrizio; Perugini, Gabriele; Zecchina, Riccardo
Unexpected upper critical dimension for spin glass models in a field predicted by the loop expansion around the Bethe solution at zero temperature
2022 Angelini, Maria Chiara; Lucibello, Carlo; Parisi, Giorgio; Perrupato, Gianmarco; Ricci-Tersenghi, Federico; Rizzo, Tommaso
Neural networks: from the perceptron to deep nets
2023 Gabrié, Marylou; Ganguli, Surya; Lucibello, Carlo; Zecchina, Riccardo
Noise cleaning the precision matrix of short time series
2023 Ibáñez-Berganza, Miguel; Lucibello, Carlo; Santucci, Francesca; Gili, Tommaso; Gabrielli, Andrea
Star-shaped space of solutions of the spherical negative perceptron
2023 Annesi, Brandon Livio; Lauditi, Clarissa; Lucibello, Carlo; Malatesta, Enrico M.; Perugini, Gabriele; Pittorino, Fabrizio; Saglietti, Luca
Storage and learning phase transitions in the random-features Hopfield model
2023 Negri, Matteo; Lauditi, Clarissa; Perugini, Gabriele; Lucibello, Carlo; Malatesta, Enrico
Information-theoretical analysis of the neural code for decoupled face representation
2024 Ibáñez-Berganza, Miguel; Lucibello, Carlo; Mariani, Luca; Pezzulo, Giovanni
Exponential capacity of dense associative memories
2024 Lucibello, Carlo; Mézard, Marc
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| Reconstruction of Pairwise interactions using energy-based models | 1-gen-2021 | Feinauer, Christoph; Lucibello, Carlo | JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT | - |
| Entropic gradient descent algorithms and wide flat minima | 1-gen-2021 | Pittorino, Fabrizio; Lucibello, Carlo; Feinauer, Christoph; Perugini, Gabriele; Baldassi, Carlo; Demyanenko, Elizaveta; Zecchina, Riccardo | - | (seleziona...) |
| Interpretable pairwise distillations for generative protein sequence models | 1-gen-2022 | Feinauer, Christoph; Meynard-Piganeau, Barthelemy; Lucibello, Carlo | PLOS COMPUTATIONAL BIOLOGY | - |
| Deep learning via message passing algorithms based on belief propagation | 1-gen-2022 | Lucibello, Carlo; Pittorino, Fabrizio; Perugini, Gabriele; Zecchina, Riccardo | MACHINE LEARNING: SCIENCE AND TECHNOLOGY | - |
| Unexpected upper critical dimension for spin glass models in a field predicted by the loop expansion around the Bethe solution at zero temperature | 1-gen-2022 | Angelini, Maria Chiara; Lucibello, Carlo; Parisi, Giorgio; Perrupato, Gianmarco; Ricci-Tersenghi, Federico; Rizzo, Tommaso | PHYSICAL REVIEW LETTERS | - |
| Neural networks: from the perceptron to deep nets | 1-gen-2023 | Gabrié, Marylou; Ganguli, Surya; Lucibello, Carlo; Zecchina, Riccardo | - | World Scientific |
| Noise cleaning the precision matrix of short time series | 1-gen-2023 | Ibáñez-Berganza, Miguel; Lucibello, Carlo; Santucci, Francesca; Gili, Tommaso; Gabrielli, Andrea | PHYSICAL REVIEW. E | - |
| Star-shaped space of solutions of the spherical negative perceptron | 1-gen-2023 | Annesi, Brandon Livio; Lauditi, Clarissa; Lucibello, Carlo; Malatesta, Enrico M.; Perugini, Gabriele; Pittorino, Fabrizio; Saglietti, Luca | PHYSICAL REVIEW LETTERS | - |
| Storage and learning phase transitions in the random-features Hopfield model | 1-gen-2023 | Negri, Matteo; Lauditi, Clarissa; Perugini, Gabriele; Lucibello, Carlo; Malatesta, Enrico | PHYSICAL REVIEW LETTERS | - |
| Information-theoretical analysis of the neural code for decoupled face representation | 1-gen-2024 | Ibáñez-Berganza, Miguel; Lucibello, Carlo; Mariani, Luca; Pezzulo, Giovanni | PLOS ONE | - |
| Exponential capacity of dense associative memories | 1-gen-2024 | Lucibello, Carlo; Mézard, Marc | PHYSICAL REVIEW LETTERS | - |
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