ZECCHINA, RICCARDO

ZECCHINA, RICCARDO  

Dipartimento Scienza Applicata e Tecnologia  

020320  

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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.pdf2010.14761.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
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.pdfGaussDCA-matlab.tgzGaussDCA-julia.tgz
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 + -
Large deviations of cascade processes on graphs / Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Zecchina, Riccardo. - In: PHYSICAL REVIEW E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS. - ISSN 1539-3755. - 87:(2013), p. 062115. [10.1103/PhysRevE.87.062115] 1-gen-2013 ALTARELLI, FABRIZIOBRAUNSTEIN, ALFREDODALL'ASTA, LUCAZECCHINA, RICCARDO -
Modelling Competing Endogenous RNA Networks / Bosia, C; Pagnani, Andrea; Zecchina, Riccardo; Bosia, Carla. - In: PLOS ONE. - ISSN 1932-6203. - 8:(2013), p. e1003167. [10.1371/journal.pone.0066609] 1-gen-2013 PAGNANI, ANDREAZECCHINA, RICCARDOBOSIA, CARLA + journal.pone.0066609.pdf
Optimizing spread dynamics on graphs by message passing / Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Zecchina, Riccardo. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - 2013:(2013), p. P09011. [10.1088/1742-5468/2013/09/P09011] 1-gen-2013 ALTARELLI, FABRIZIOBRAUNSTEIN, ALFREDODALL'ASTA, LUCAZECCHINA, RICCARDO -