LUCIBELLO, CARLO
LUCIBELLO, CARLO
Dipartimento Scienza Applicata e Tecnologia
038116
Interpretable pairwise distillations for generative protein sequence models
2022 Feinauer, C.; Meynard-Piganeau, B.; Lucibello, C.
Role of Synaptic Stochasticity in Training Low-Precision Neural Networks
2018 Baldassi, Carlo; Federica, Gerace; Kappen, Hilbert J.; Lucibello, Carlo; Luca, Saglietti; Tartaglione, Enzo; Zecchina, Riccardo
The random fractional matching problem
2018 Lucibello, Carlo; Malatesta, Enrico M.; Parisi, Giorgio; Sicuro, Gabriele
Loop expansion around the Bethe approximation through the M-layer construction
2017 Altieri, Ada; Angelini, Maria Chiara; Lucibello, Carlo; Parisi, Giorgio; Ricci-Tersenghi, Federico; Rizzo, Tommaso
One-loop diagrams in the random Euclidean matching problem
2017 Lucibello, Carlo; Parisi, Giorgio; Sicuro, Gabriele
Learning may need only a few bits of synaptic precision
2016 Baldassi, Carlo; Gerace, Federica; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo
Local entropy as a measure for sampling solutions in constraint satisfaction problems
2016 Baldassi, Carlo; Ingrosso, Alessandro; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo
Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes
2016 Baldassi, Carlo; Borgs, Christian; Chayes, Jennifer T; Ingrosso, Alessandro; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo
Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses
2015 Baldassi, Carlo; Ingrosso, Alessandro; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo
Anomalous finite size corrections in random field models
2014 Lucibello, Carlo; Morone, F.; Parisi, G.; Ricci Tersenghi, F.; Rizzo, Tommaso
Finite-size corrections to disordered Ising models on random regular graphs
2014 Lucibello, Carlo; Morone, F.; Parisi, G.; Ricci Tersenghi, F.; Rizzo, Tommaso
One-dimensional disordered Ising models by replica and cavity methods
2014 Lucibello, Carlo; Morone, F.; Rizzo, T.
Scaling hypothesis for the Euclidean bipartite matching problem
2014 Caracciolo, S.; Lucibello, Carlo; Parisi, G.; Sicuro, G.
The Statistical Mechanics of Random Set Packing and a Generalization of the Karp-Sipser Algorithm
2014 Lucibello, Carlo; Ricci Tersenghi, F.
Finite-size corrections to disordered systems on Erdös-Rényi random graphs
2013 Ferrari, U; Lucibello, Carlo; Morone, F.; Parisi, G.; Ricci Tersenghi, F.; Rizzo, T.
Citazione | Data di pubblicazione | Autori | File |
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Interpretable pairwise distillations for generative protein sequence models / Feinauer, C.; Meynard-Piganeau, B.; Lucibello, C.. - In: PLOS COMPUTATIONAL BIOLOGY. - ISSN 1553-734X. - 18:6(2022). [10.1371/journal.pcbi.1010219] | 1-gen-2022 | Feinauer C.Meynard-Piganeau B.Lucibello C. | journal.pcbi.1010219 (3).pdf |
Role of Synaptic Stochasticity in Training Low-Precision Neural Networks / Baldassi, Carlo; Federica, Gerace; Kappen, Hilbert J.; Lucibello, Carlo; Luca, Saglietti; Tartaglione, Enzo; Zecchina, Riccardo. - In: PHYSICAL REVIEW LETTERS. - ISSN 1092-0145. - 120:(2018). [10.1103/PhysRevLett.120.268103] | 1-gen-2018 | Carlo BaldassiLUCIBELLO, CARLOEnzo TartaglioneRiccardo Zecchina + | - |
The random fractional matching problem / Lucibello, Carlo; Malatesta, Enrico M.; Parisi, Giorgio; Sicuro, Gabriele. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - 2018:5(2018), p. 053301. [10.1088/1742-5468/aabbc8] | 1-gen-2018 | Lucibello, CarloPARISI, GIORGIO + | - |
Loop expansion around the Bethe approximation through the M-layer construction / Altieri, Ada; Angelini, Maria Chiara; Lucibello, Carlo; Parisi, Giorgio; Ricci-Tersenghi, Federico; Rizzo, Tommaso. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - 2017:11(2017), p. 113303. [10.1088/1742-5468/aa8c3c] | 1-gen-2017 | Lucibello, Carlo + | - |
One-loop diagrams in the random Euclidean matching problem / Lucibello, Carlo; Parisi, Giorgio; Sicuro, Gabriele. - In: PHYSICAL REVIEW. E. - ISSN 2470-0045. - 95:1(2017), p. 012302. [10.1103/PhysRevE.95.012302] | 1-gen-2017 | LUCIBELLO, CARLO + | - |
Learning may need only a few bits of synaptic precision / Baldassi, Carlo; Gerace, Federica; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo. - In: PHYSICAL REVIEW. E. - ISSN 2470-0045. - ELETTRONICO. - 93:5(2016), p. 052313. [10.1103/PhysRevE.93.052313] | 1-gen-2016 | BALDASSI, CARLOGERACE, FEDERICALUCIBELLO, CARLOSAGLIETTI, LUCAZECCHINA, RICCARDO | fewbits.pdf |
Local entropy as a measure for sampling solutions in constraint satisfaction problems / Baldassi, Carlo; Ingrosso, Alessandro; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - ELETTRONICO. - 2016:2(2016), p. 023301. [10.1088/1742-5468/2016/02/023301] | 1-gen-2016 | BALDASSI, CARLOINGROSSO, ALESSANDROLUCIBELLO, CARLOSAGLIETTI, LUCAZECCHINA, RICCARDO | - |
Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes / Baldassi, Carlo; Borgs, Christian; Chayes, Jennifer T; Ingrosso, Alessandro; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - STAMPA. - 113:48(2016), pp. E7655-E7662. [10.1073/pnas.1608103113] | 1-gen-2016 | BALDASSI, CARLOINGROSSO, ALESSANDROLUCIBELLO, CARLOSAGLIETTI, LUCAZECCHINA, RICCARDO + | accessible-arxiv.pdf |
Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses / Baldassi, Carlo; Ingrosso, Alessandro; Lucibello, Carlo; Saglietti, Luca; Zecchina, Riccardo. - In: PHYSICAL REVIEW LETTERS. - ISSN 0031-9007. - ELETTRONICO. - 115:12(2015), p. 128101. [10.1103/PhysRevLett.115.128101] | 1-gen-2015 | BALDASSI, CARLOINGROSSO, ALESSANDROLUCIBELLO, CARLOSAGLIETTI, LUCAZECCHINA, RICCARDO | 1509.05753v1.pdf |
Anomalous finite size corrections in random field models / Lucibello, Carlo; Morone, F.; Parisi, G.; Ricci Tersenghi, F.; Rizzo, Tommaso. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - 2014:10(2014), p. P10025. [10.1088/1742-5468/2014/10/P10025] | 1-gen-2014 | LUCIBELLO, CARLO + | - |
Finite-size corrections to disordered Ising models on random regular graphs / Lucibello, Carlo; Morone, F.; Parisi, G.; Ricci Tersenghi, F.; Rizzo, Tommaso. - In: PHYSICAL REVIEW E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS. - ISSN 1539-3755. - 90:1(2014), p. 012146. [10.1103/PhysRevE.90.012146] | 1-gen-2014 | LUCIBELLO, CARLO + | - |
One-dimensional disordered Ising models by replica and cavity methods / Lucibello, Carlo; Morone, F.; Rizzo, T.. - In: PHYSICAL REVIEW E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS. - ISSN 1539-3755. - 90:1(2014), p. 012140. [10.1103/PhysRevE.90.012140] | 1-gen-2014 | LUCIBELLO, CARLO + | - |
Scaling hypothesis for the Euclidean bipartite matching problem / Caracciolo, S.; Lucibello, Carlo; Parisi, G.; Sicuro, G.. - In: PHYSICAL REVIEW E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS. - ISSN 1539-3755. - 90:1(2014), p. 012118. [10.1103/PhysRevE.90.012118] | 1-gen-2014 | LUCIBELLO, CARLO + | - |
The Statistical Mechanics of Random Set Packing and a Generalization of the Karp-Sipser Algorithm / Lucibello, Carlo; Ricci Tersenghi, F.. - In: INTERNATIONAL JOURNAL OF STATISTICAL MECHANICS. - ISSN 2356-7112. - 2014:(2014), pp. 1-13. [10.1155/2014/136829] | 1-gen-2014 | LUCIBELLO, CARLO + | - |
Finite-size corrections to disordered systems on Erdös-Rényi random graphs / Ferrari, U; Lucibello, Carlo; Morone, F.; Parisi, G.; Ricci Tersenghi, F.; Rizzo, T.. - In: PHYSICAL REVIEW. B, CONDENSED MATTER AND MATERIALS PHYSICS. - ISSN 1098-0121. - 88:18(2013). [10.1103/PhysRevB.88.184201] | 1-gen-2013 | LUCIBELLO, CARLO + | Ferrari et al. - 2013 - Finite-size corrections to disordered systems on Erdös-Rényi random graphs.pdf |