Archivio Istituzionale della RicercaZECCHINA, RICCARDO
ZECCHINA, RICCARDO
Dipartimento Scienza Applicata e Tecnologia
020320
Learning through atypical phase transitions in overparameterized neural networks
2022 Baldassi, C.; Lauditi, C.; Malatesta, E. M.; Pacelli, R.; Perugini, G.; Zecchina, R.
Native state of natural proteins optimizes local entropy
2021 Negri, M.; Tiana, G.; Zecchina, R.
Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures
2020 Baldassi, Carlo; Malatesta, Enrico M; Negri, Matteo; Zecchina, Riccardo
From inverse problems to learning: A Statistical Mechanics approach
2018 Baldassi, Carlo; Gerace, Federica; Saglietti, Luca; Zecchina, Riccardo
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
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
A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks
2015 Alemi, Alireza; Baldassi, Carlo; Brunel, Nicolas; Zecchina, Riccardo
Statistical physics and network optimization problems
2015 Baldassi, Carlo; Braunstein, Alfredo; Ramezanpour, Abolfazl; 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
Bayesian Inference of Epidemics on Networks via Belief Propagation
2014 Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Alejandro Lage, Castellanos; Zecchina, Riccardo
Bridging the gaps in systems biology.
2014 Cvijovic, M; Almquist, J; Hagmar, J; Hohmann, S; Kaltenbach, Hm; Klipp, E; Krantz, M; Mendes, P; Nelander, S; Nielsen, J; Pagnani, Andrea; Przulj, N; Raue, A; Stelling, J; Stoma, S; Tobin, F; Wodke, Ja; Zecchina, Riccardo; Jirstrand, M.
Containing Epidemic Outbreaks by Message-Passing Techniques
2014 Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Wakeling, J. R.; Zecchina, Riccardo
Fast and Accurate Multivariate Gaussian Modeling of Protein Families: Predicting Residue Contacts and Protein-Interaction Partners
2014 Baldassi, Carlo; Zamparo, Marco; Feinauer, Christoph; Procaccini, A.; Zecchina, Riccardo; Weigt, R.; Pagnani, Andrea
Input-driven unsupervised learning in recurrent neural networks
2014 Alemi Neissi, A.; Baldassi, Carlo; Brunel, N.; Zecchina, Riccardo
Sharing information to reconstruct patient-specific pathways in heterogeneous diseases
2014 Gitter, A.; Braunstein, Alfredo; Pagnani, Andrea; Baldassi, Carlo; Borgs, C.; Chayes, J.; Zecchina, Riccardo; Fraenkel, E.
The patient-zero problem with noisy observations
2014 Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Ingrosso, Alessandro; Zecchina, Riccardo
Genome-wide analysis identifies a functional association of Tet1 and Polycomb repressive complex 2 in mouse embryonic stem cells
2013 Francesco, Neri; Danny, Incarnato; Anna, Krepelova; Stefania, Rapelli; Pagnani, Andrea; Zecchina, Riccardo; Caterina, Parlato; Salvatore, Oliviero
Integrated transcriptional and competitive endogenous RNA networks are cross-regulated in permissive molecular environments
2013 Ala, U.; Karreth, F. A.; Bosia, C.; Pagnani, Andrea; Taulli, R.; Léopold, V.; Tay, Y.; Provero, P.; Zecchina, Riccardo; Pandolfi, P. P.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Learning through atypical phase transitions in overparameterized neural networks / Baldassi, C.; Lauditi, C.; Malatesta, E. M.; Pacelli, R.; Perugini, G.; Zecchina, R.. - In: PHYSICAL REVIEW. E. - ISSN 2470-0053. - 106:1(2022), p. 014116. [10.1103/PhysRevE.106.014116] | 1-gen-2022 | Baldassi C.Lauditi C.Pacelli R.Perugini G.Zecchina R. + | 2110.00683.pdf |
| Native state of natural proteins optimizes local entropy / Negri, M.; Tiana, G.; Zecchina, R.. - In: PHYSICAL REVIEW. E. - ISSN 2470-0045. - ELETTRONICO. - 104:6(2021), p. 064117. [10.1103/PhysRevE.104.064117] | 1-gen-2021 | Negri M.Zecchina R. + | PhysRevE.104.064117.pdf |
| Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures / Baldassi, Carlo; Malatesta, Enrico M; Negri, Matteo; Zecchina, Riccardo. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - ELETTRONICO. - 2020:12(2020). [10.1088/1742-5468/abcd31] | 1-gen-2020 | Baldassi, CarloNegri, MatteoZecchina, Riccardo + | Baldassi_2020_J._Stat._Mech._2020_124012.pdf; 2010.14761.pdf |
| From inverse problems to learning: A Statistical Mechanics approach / Baldassi, Carlo; Gerace, Federica; Saglietti, Luca; Zecchina, Riccardo. - In: JOURNAL OF PHYSICS. CONFERENCE SERIES. - ISSN 1742-6588. - 955:1(2018), p. 012001. [10.1088/1742-6596/955/1/012001] | 1-gen-2018 | Baldassi, CarloGerace, FedericaSaglietti, LucaZecchina, Riccardo | - |
| 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 + | - |
| 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 |
| A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks / Alemi, Alireza; Baldassi, Carlo; Brunel, Nicolas; Zecchina, Riccardo. - In: PLOS COMPUTATIONAL BIOLOGY. - ISSN 1553-734X. - ELETTRONICO. - 11:8(2015), p. e1004439. [10.1371/journal.pcbi.1004439] | 1-gen-2015 | BALDASSI, CARLOBRUNEL, NICOLASZECCHINA, RICCARDO + | A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks.pdf |
| Statistical physics and network optimization problems / Baldassi, Carlo; Braunstein, Alfredo; Ramezanpour, Abolfazl; Zecchina, Riccardo - In: Mathematical Foundations of Complex Networked Information Systems / Fagnani F., Fosson S., Ravazzi C.. - STAMPA. - [s.l] : Springer, 2015. - ISBN 978-3-319-16966-8. - pp. 27-49 [10.1007/978-3-319-16967-5_2] | 1-gen-2015 | BALDASSI, CARLOBRAUNSTEIN, ALFREDORAMEZANPOUR, ABOLFAZLZECCHINA, RICCARDO | - |
| 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 |
| Bayesian Inference of Epidemics on Networks via Belief Propagation / Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Alejandro Lage, Castellanos; Zecchina, Riccardo. - In: PHYSICAL REVIEW LETTERS. - ISSN 0031-9007. - 112:(2014). [10.1103/PhysRevLett.112.118701] | 1-gen-2014 | ALTARELLI, FABRIZIOBRAUNSTEIN, ALFREDODALL'ASTA, LUCAZECCHINA, RICCARDO + | - |
| Bridging the gaps in systems biology / Cvijovic, M; Almquist, J; Hagmar, J; Hohmann, S; Kaltenbach, Hm; Klipp, E; Krantz, M; Mendes, P; Nelander, S; Nielsen, J; Pagnani, Andrea; Przulj, N; Raue, A; Stelling, J; Stoma, S; Tobin, F; Wodke, Ja; Zecchina, Riccardo; Jirstrand, M.. - In: MOLECULAR GENETICS AND GENOMICS. - ISSN 1617-4615. - ELETTRONICO. - 189:5(2014), pp. 727-734. [10.1007/s00438-014-0843-3] | 1-gen-2014 | PAGNANI, ANDREAZECCHINA, RICCARDO + | - |
| Containing Epidemic Outbreaks by Message-Passing Techniques / Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Wakeling, J. R.; Zecchina, Riccardo. - In: PHYSICAL REVIEW. X. - ISSN 2160-3308. - 4:(2014). [10.1103/PhysRevX.4.021024] | 1-gen-2014 | ALTARELLI, FABRIZIOBRAUNSTEIN, ALFREDODALL'ASTA, LUCAZECCHINA, RICCARDO + | prx-containing.pdf |
| Fast and Accurate Multivariate Gaussian Modeling of Protein Families: Predicting Residue Contacts and Protein-Interaction Partners / Baldassi, Carlo; Zamparo, Marco; Feinauer, Christoph; Procaccini, A.; Zecchina, Riccardo; Weigt, R.; Pagnani, Andrea. - In: PLOS ONE. - ISSN 1932-6203. - ELETTRONICO. - 9:(2014), p. e92721. [10.1371/journal.pone.0092721] | 1-gen-2014 | BALDASSI, CARLOZAMPARO, MARCOFEINAUER, CHRISTOPHZECCHINA, RICCARDOPAGNANI, ANDREA + | journal.pone.0092721.pdf; GaussDCA-matlab.tgz; GaussDCA-julia.tgz |
| Input-driven unsupervised learning in recurrent neural networks / Alemi Neissi, A.; Baldassi, Carlo; Brunel, N.; Zecchina, Riccardo. - ELETTRONICO. - (2014), pp. 191-191. (Intervento presentato al convegno Cosyne2014 tenutosi a Salt Lake City, Utah, USA nel 27 febbraio - 2 marzo 2014). | 1-gen-2014 | BALDASSI, CARLOZECCHINA, RICCARDO + | Cosyne14_alemi_NB.pdf |
| Sharing information to reconstruct patient-specific pathways in heterogeneous diseases / Gitter, A.; Braunstein, Alfredo; Pagnani, Andrea; Baldassi, Carlo; Borgs, C.; Chayes, J.; Zecchina, Riccardo; Fraenkel, E.. - ELETTRONICO. - 19:(2014), pp. 39-50. (Intervento presentato al convegno Pacific Symposium on Biocomputing 2014 tenutosi a The Big Island of Hawaii nel 2-7 gennaio 2014). | 1-gen-2014 | BRAUNSTEIN, ALFREDOPAGNANI, ANDREABALDASSI, CARLOZECCHINA, RICCARDO + | psb2014.pdf |
| The patient-zero problem with noisy observations / Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Ingrosso, Alessandro; Zecchina, Riccardo. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - 2014:(2014), p. P10016. [10.1088/1742-5468/2014/10/P10016] | 1-gen-2014 | ALTARELLI, FABRIZIOBRAUNSTEIN, ALFREDODALL'ASTA, LUCAINGROSSO, ALESSANDROZECCHINA, RICCARDO | jstat-zeropatient.pdf |
| Genome-wide analysis identifies a functional association of Tet1 and Polycomb repressive complex 2 in mouse embryonic stem cells / Francesco, Neri; Danny, Incarnato; Anna, Krepelova; Stefania, Rapelli; Pagnani, Andrea; Zecchina, Riccardo; Caterina, Parlato; Salvatore, Oliviero. - In: GENOME BIOLOGY. - ISSN 1474-760X. - STAMPA. - 14:(2013), p. R91. [10.1186/gb-2013-14-8-r91] | 1-gen-2013 | PAGNANI, ANDREAZECCHINA, RICCARDO + | - |
| Integrated transcriptional and competitive endogenous RNA networks are cross-regulated in permissive molecular environments / Ala, U.; Karreth, F. A.; Bosia, C.; Pagnani, Andrea; Taulli, R.; Léopold, V.; Tay, Y.; Provero, P.; Zecchina, Riccardo; Pandolfi, P. P.. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - 110:18(2013), pp. 7154-7159. [10.1073/pnas.1222509110] | 1-gen-2013 | Bosia C.PAGNANI, ANDREAZECCHINA, RICCARDO + | - |