Riccardo Zecchina - Publications

Affiliations: 
ICTP, Trieste, Grignano, Friuli-Venezia Giulia, Italy 
Area:
Statistical Physics, message-passing algorithms

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Year Citation  Score
2019 Baldassi C, Pittorino F, Zecchina R. Shaping the learning landscape in neural networks around wide flat minima. Proceedings of the National Academy of Sciences of the United States of America. PMID 31871189 DOI: 10.1073/pnas.1908636117  0.84
2019 Baldassi C, Malatesta EM, Zecchina R. Properties of the Geometry of Solutions and Capacity of Multilayer Neural Networks with Rectified Linear Unit Activations. Physical Review Letters. 123: 170602. PMID 31702271 DOI: 10.1103/PhysRevLett.123.170602  0.84
2018 Saglietti L, Gerace F, Ingrosso A, Baldassi C, Zecchina R. From statistical inference to a differential learning rule for stochastic neural networks. Interface Focus. 8: 20180033. PMID 30443331 DOI: 10.1098/rsfs.2018.0033  0.84
2018 Baldassi C, Gerace F, Kappen HJ, Lucibello C, Saglietti L, Tartaglione E, Zecchina R. Role of Synaptic Stochasticity in Training Low-Precision Neural Networks. Physical Review Letters. 120: 268103. PMID 30004730 DOI: 10.1103/PhysRevLett.120.268103  0.84
2018 Baldassi C, Zecchina R. Efficiency of quantum vs. classical annealing in nonconvex learning problems. Proceedings of the National Academy of Sciences of the United States of America. PMID 29382764 DOI: 10.1073/pnas.1711456115  0.84
2017 Bosia C, Sgrò F, Conti L, Baldassi C, Brusa D, Cavallo F, Cunto FD, Turco E, Pagnani A, Zecchina R. RNAs competing for microRNAs mutually influence their fluctuations in a highly non-linear microRNA-dependent manner in single cells. Genome Biology. 18: 37. PMID 28219439 DOI: 10.1186/s13059-017-1162-x  0.84
2016 Baldassi C, Borgs C, Chayes JT, Ingrosso A, Lucibello C, Saglietti L, Zecchina R. Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes. Proceedings of the National Academy of Sciences of the United States of America. PMID 27856745 DOI: 10.1073/pnas.1608103113  0.84
2016 Baldassi C, Gerace F, Lucibello C, Saglietti L, Zecchina R. Learning may need only a few bits of synaptic precision. Physical Review. E. 93: 052313. PMID 27300916 DOI: 10.1103/PhysRevE.93.052313  0.84
2015 Baldassi C, Ingrosso A, Lucibello C, Saglietti L, Zecchina R. Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses. Physical Review Letters. 115: 128101. PMID 26431018 DOI: 10.1103/PhysRevLett.115.128101  1
2015 Alemi A, Baldassi C, Brunel N, Zecchina R. A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks. Plos Computational Biology. 11: e1004439. PMID 26291608 DOI: 10.1371/journal.pcbi.1004439  1
2015 Baldassi C, Braunstein A, Ramezanpour A, Zecchina R. Statistical physics and network optimization problems Lecture Notes in Mathematics. 2141: 27-49. DOI: 10.1007/978-3-319-16967-5_2  1
2014 Cvijovic M, Almquist J, Hagmar J, Hohmann S, Kaltenbach HM, Klipp E, Krantz M, Mendes P, Nelander S, Nielsen J, Pagnani A, Przulj N, Raue A, Stelling J, Stoma S, ... ... Zecchina R, et al. Bridging the gaps in systems biology. Molecular Genetics and Genomics : Mgg. 289: 727-34. PMID 24728588 DOI: 10.1007/s00438-014-0843-3  1
2014 Altarelli F, Braunstein A, Dall'Asta L, Lage-Castellanos A, Zecchina R. Bayesian inference of epidemics on networks via belief propagation. Physical Review Letters. 112: 118701. PMID 24702425 DOI: 10.1103/PhysRevLett.112.118701  1
2014 Baldassi C, Zamparo M, Feinauer C, Procaccini A, Zecchina R, Weigt M, Pagnani A. Fast and accurate multivariate Gaussian modeling of protein families: predicting residue contacts and protein-interaction partners. Plos One. 9: e92721. PMID 24663061 DOI: 10.1371/journal.pone.0092721  1
2014 Gitter A, Braunstein A, Pagnani A, Baldassi C, Borgs C, Chayes J, Zecchina R, Fraenkel E. Sharing information to reconstruct patient-specific pathways in heterogeneous diseases. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 39-50. PMID 24297532  1
2014 Altarelli F, Braunstein A, Dall'Asta L, Wakeling JR, Zecchina R. Containing epidemic outbreaks by message-passing techniques Physical Review X. 4. DOI: 10.1103/PhysRevX.4.021024  1
2014 Altarelli F, Braunstein A, Dall'Asta L, Ingrosso A, Zecchina R. The patient-zero problem with noisy observations Journal of Statistical Mechanics: Theory and Experiment. 2014. DOI: 10.1088/1742-5468/2014/10/P10016  1
2013 Molinelli EJ, Korkut A, Wang W, Miller ML, Gauthier NP, Jing X, Kaushik P, He Q, Mills G, Solit DB, Pratilas CA, Weigt M, Braunstein A, Pagnani A, Zecchina R, et al. Perturbation biology: inferring signaling networks in cellular systems. Plos Computational Biology. 9: e1003290. PMID 24367245 DOI: 10.1371/journal.pcbi.1003290  1
2013 Neri F, Incarnato D, Krepelova A, Rapelli S, Pagnani A, Zecchina R, Parlato C, Oliviero S. Genome-wide analysis identifies a functional association of Tet1 and Polycomb repressive complex 2 in mouse embryonic stem cells. Genome Biology. 14: R91. PMID 23987249 DOI: 10.1186/gb-2013-14-8-r91  1
2013 Baldassi C, Alemi-Neissi A, Pagan M, Dicarlo JJ, Zecchina R, Zoccolan D. Shape similarity, better than semantic membership, accounts for the structure of visual object representations in a population of monkey inferotemporal neurons. Plos Computational Biology. 9: e1003167. PMID 23950700 DOI: 10.1371/journal.pcbi.1003167  1
2013 Altarelli F, Braunstein A, Dall'Asta L, Zecchina R. Large deviations of cascade processes on graphs. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 87: 062115. PMID 23848635 DOI: 10.1103/PhysRevE.87.062115  1
2013 Bosia C, Pagnani A, Zecchina R. Modelling Competing Endogenous RNA Networks. Plos One. 8: e66609. PMID 23840508 DOI: 10.1371/journal.pone.0066609  1
2013 Ala U, Karreth FA, Bosia C, Pagnani A, Taulli R, Léopold V, Tay Y, Provero P, Zecchina R, Pandolfi PP. Integrated transcriptional and competitive endogenous RNA networks are cross-regulated in permissive molecular environments. Proceedings of the National Academy of Sciences of the United States of America. 110: 7154-9. PMID 23536298 DOI: 10.1073/pnas.1222509110  1
2013 Tuncbag N, Braunstein A, Pagnani A, Huang SS, Chayes J, Borgs C, Zecchina R, Fraenkel E. Simultaneous reconstruction of multiple signaling pathways via the prize-collecting steiner forest problem. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 20: 124-36. PMID 23383998 DOI: 10.1089/cmb.2012.0092  1
2013 Altarelli F, Braunstein A, Chiasserini CF, Dall'Asta L, Giaccone P, Leonardi E, Zecchina R. Stochastic optimization of service provision with selfish users 2013 Ieee International Conference On Communications Workshops, Icc 2013. 1415-1419. DOI: 10.1109/ICCW.2013.6649459  1
2013 Baldassi C, Braunstein A, Zecchina R. Theory and learning protocols for the material tempotron model Journal of Statistical Mechanics: Theory and Experiment. 2013. DOI: 10.1088/1742-5468/2013/12/P12013  1
2013 Altarelli F, Braunstein A, Dall'Asta L, Zecchina R. Optimizing spread dynamics on graphs by message passing Journal of Statistical Mechanics: Theory and Experiment. 2013. DOI: 10.1088/1742-5468/2013/09/P09011  1
2012 Biazzo I, Braunstein A, Zecchina R. Performance of a cavity-method-based algorithm for the prize-collecting Steiner tree problem on graphs. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 86: 026706. PMID 23005881 DOI: 10.1103/PhysRevE.86.026706  1
2012 Ramezanpour A, Zecchina R. Cavity approach to sphere packing in Hamming space. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 85: 021106. PMID 22463152 DOI: 10.1103/PhysRevE.85.021106  1
2012 Ramezanpour A, Zecchina R. Sign problem in the Bethe approximation Physical Review B - Condensed Matter and Materials Physics. 86. DOI: 10.1103/PhysRevB.86.155147  1
2012 Zhang P, Ramezanpour A, Zdeborová L, Zecchina R. Message passing for quantified Boolean formulas Journal of Statistical Mechanics: Theory and Experiment. 2012. DOI: 10.1088/1742-5468/2012/05/P05025  1
2011 Braunstein A, Kayhan F, Zecchina R. Efficient data compression from statistical physics of codes over finite fields. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 84: 051111. PMID 22181373 DOI: 10.1103/PhysRevE.84.051111  1
2011 Marks DS, Colwell LJ, Sheridan R, Hopf TA, Pagnani A, Zecchina R, Sander C. Protein 3D structure computed from evolutionary sequence variation. Plos One. 6: e28766. PMID 22163331 DOI: 10.1371/journal.pone.0028766  1
2011 Morcos F, Pagnani A, Lunt B, Bertolino A, Marks DS, Sander C, Zecchina R, Onuchic JN, Hwa T, Weigt M. Direct-coupling analysis of residue coevolution captures native contacts across many protein families. Proceedings of the National Academy of Sciences of the United States of America. 108: E1293-301. PMID 22106262 DOI: 10.1073/pnas.1111471108  1
2011 Braunstein A, Ramezanpour A, Zecchina R, Zhang P. Inference and learning in sparse systems with multiple states. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 83: 056114. PMID 21728612 DOI: 10.1103/PhysRevE.83.056114  1
2011 Altarelli F, Braunstein A, Ramezanpour A, Zecchina R. Stochastic matching problem. Physical Review Letters. 106: 190601. PMID 21668134 DOI: 10.1103/PhysRevLett.106.190601  1
2011 Bailly-Bechet M, Borgs C, Braunstein A, Chayes J, Dagkessamanskaia A, François JM, Zecchina R. Finding undetected protein associations in cell signaling by belief propagation. Proceedings of the National Academy of Sciences of the United States of America. 108: 882-7. PMID 21187432 DOI: 10.1073/pnas.1004751108  1
2011 Bailly-Bechet M, Benecke A, Hardt WD, Lanza V, Sturm A, Zecchina R. An externally modulated, noise-driven switch for the regulation of SPI1 in Salmonella enterica serovar Typhimurium. Journal of Mathematical Biology. 63: 637-62. PMID 21107576 DOI: 10.1007/s00285-010-0385-1  1
2011 Ramezanpour A, Realpe-Gomez J, Zecchina R. Statistical physics approach to graphical games: Local and global interactions European Physical Journal B. 81: 327-339. DOI: 10.1140/epjb/e2011-10963-x  1
2011 Bayati M, Borgs C, Chayes J, Zecchina R. Belief propagation for weighted b-matchings on arbitrary graphs and its relation to linear programs with integer solutions Siam Journal On Discrete Mathematics. 25: 989-1011. DOI: 10.1137/090753115  1
2011 Altarelli F, Braunstein A, Ramezanpour A, Zecchina R. Stochastic optimization by message passing Journal of Statistical Mechanics: Theory and Experiment. 2011. DOI: 10.1088/1742-5468/2011/11/P11009  1
2011 Mézard M, Tetali P, Achlioptas D, Borgs C, Chayes J, Frieze A, Gamarnik D, Martinelli F, Molloy M, Montanari A, Mossel E, Sinclair A, Sorkin G, Zecchina R. Special section on constraint satisfaction problems and message passing algorithms Siam Journal On Discrete Mathematics. 25: 733-735.  1
2010 Bailly-Bechet M, Braunstein A, Pagnani A, Weigt M, Zecchina R. Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach. Bmc Bioinformatics. 11: 355. PMID 20587029 DOI: 10.1186/1471-2105-11-355  1
2010 Bradde S, Braunstein A, Mahmoudi H, Tria F, Weigt M, Zecchina R. Aligning graphs and finding substructures by a cavity approach Epl. 89. DOI: 10.1209/0295-5075/89/37009  1
2009 Braunstein A, Kayhan F, Zecchina R. Efficient LDPC codes over GF(q) for lossy data compression Ieee International Symposium On Information Theory - Proceedings. 1978-1982. DOI: 10.1109/ISIT.2009.5205707  1
2009 Altarelli F, Braunstein A, Realpe-Gomez J, Zecchina R. Statistical mechanics of budget-constrained auctions Journal of Statistical Mechanics: Theory and Experiment. 2009. DOI: 10.1088/1742-5468/2009/07/P07002  1
2009 Bailly-Bechet M, Braunstein A, Zecchina R. A prize-collecting steiner tree approach for transduction network inference Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5688: 83-95. DOI: 10.1007/978-3-642-03845-7_6  1
2008 Bayati M, Borgs C, Braunstein A, Chayes J, Ramezanpour A, Zecchina R. Statistical mechanics of steiner trees. Physical Review Letters. 101: 037208. PMID 18764290 DOI: 10.1103/PhysRevLett.101.037208  1
2008 Dall'Asta L, Ramezanpour A, Zecchina R. Entropy landscape and non-Gibbs solutions in constraint satisfaction problems. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 77: 031118. PMID 18517340 DOI: 10.1103/PhysRevE.77.031118  1
2008 Braunstein A, Pagnani A, Weigt M, Zecchina R. Gene-network inference by message passing Journal of Physics: Conference Series. 95. DOI: 10.1088/1742-6596/95/1/012016  1
2008 Braunstein A, Pagnani A, Weigt M, Zecchina R. Inference algorithms for gene networks: A statistical mechanics analysis Journal of Statistical Mechanics: Theory and Experiment. 2008. DOI: 10.1088/1742-5468/2008/12/P12001  1
2008 Bayati M, Borgs C, Chayes J, Zecchina R. On the exactness of the cavity method for weighted b-matchings on arbitrary graphs and its relation to linear programs Journal of Statistical Mechanics: Theory and Experiment. 2008. DOI: 10.1088/1742-5468/2008/06/L06001  1
2008 Bayati M, Braunstein A, Zecchina R. A rigorous analysis of the cavity equations for the minimum spanning tree Journal of Mathematical Physics. 49. DOI: 10.1063/1.2982805  1
2008 Daudé H, Mézard M, Mora T, Zecchina R. Pairs of SAT-assignments in random Boolean formulæ Theoretical Computer Science. 393: 260-279. DOI: 10.1016/j.tcs.2008.01.005  1
2008 Bianconi G, Zecchina R. Viable flux distribution in metabolic networks Networks and Heterogeneous Media. 3: 361-369.  1
2007 Mahmoudi H, Pagnani A, Weigt M, Zecchina R. Propagation of external regulation and asynchronous dynamics in random Boolean networks. Chaos (Woodbury, N.Y.). 17: 026109. PMID 17614696 DOI: 10.1063/1.2742931  1
2007 Baldassi C, Braunstein A, Brunel N, Zecchina R. Efficient supervised learning in networks with binary synapses. Proceedings of the National Academy of Sciences of the United States of America. 104: 11079-84. PMID 17581884 DOI: 10.1073/pnas.0700324104  1
2007 Braunstein A, Kayhan F, Montorsi G, Zecchina R. Encoding for the Blackwell channel with reinforced belief propagation Ieee International Symposium On Information Theory - Proceedings. 1891-1895. DOI: 10.1109/ISIT.2007.4557497  1
2006 Galla T, Leone M, Marsili M, Sellitto M, Weigt M, Zecchina R. Statistical mechanics of combinatorial auctions. Physical Review Letters. 97: 128701. PMID 17026006 DOI: 10.1103/PhysRevLett.97.128701  1
2006 Braunstein A, Zecchina R. Learning by message passing in networks of discrete synapses. Physical Review Letters. 96: 030201. PMID 16486667 DOI: 10.1103/PhysRevLett.96.030201  1
2006 Correale L, Leone M, Pagnani A, Weigt M, Zecchina R. Core percolation and onset of complexity in boolean networks. Physical Review Letters. 96: 018101. PMID 16486521 DOI: 10.1103/PhysRevLett.96.018101  1
2006 Ciliberti S, Mézard M, Zecchina R. Message-passing algorithms for non-linear nodes and data compression Complexus. 3: 58-65. DOI: 10.1159/000094188  1
2006 Battaglia D, Kolář M, Zecchina R. From statistical physics methods to algorithms International Journal of Modern Physics B. 20: 2814-2823. DOI: 10.1142/S0217979206035321  1
2006 Correale L, Leone M, Pagnani A, Weigt M, Zecchina R. The computational core and fixed point organization in Boolean networks Journal of Statistical Mechanics: Theory and Experiment. DOI: 10.1088/1742-5468/2006/03/P03002  1
2006 Mertens S, Mézard M, Zecchina R. Threshold values of random K-SAT from the cavity method Random Structures and Algorithms. 28: 340-373. DOI: 10.1002/rsa.20090  1
2005 Ciliberti S, Mézard M, Zecchina R. Lossy data compression with random gates. Physical Review Letters. 95: 038701. PMID 16090781 DOI: 10.1103/PhysRevLett.95.038701  1
2005 Mézard M, Mora T, Zecchina R. Clustering of solutions in the random satisfiability problem. Physical Review Letters. 94: 197205. PMID 16090207 DOI: 10.1103/PhysRevLett.94.197205  1
2005 Battaglia D, Braunstein A, Chavas J, Zecchina R. Source coding by efficient selection of ground-state clusters. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 72: 015103. PMID 16090025 DOI: 10.1103/PhysRevE.72.015103  1
2005 Chavas J, Furtlehner C, Mézard M, Zecchina R. Survey-propagation decimation through distributed local computations Journal of Statistical Mechanics: Theory and Experiment. 300-325. DOI: 10.1088/1742-5468/2005/11/P11016  1
2005 Braunstein A, Mézard M, Zecchina R. Survey propagation: An algorithm for satisfiability Random Structures and Algorithms. 27: 201-226. DOI: 10.1002/rsa.20057  1
2005 Chavas J, Battaglia D, Cicuttin A, Zecchina R. Construction and VHDL implementation of a fully local network with good reconstruction properties of the inputs Lecture Notes in Computer Science. 3562: 385-394.  1
2005 Battaglia D, Braunstein A, Chavas J, Zecchina R. Exact probing of glassy states by survey propagation Progress of Theoretical Physics Supplement. 157: 330-337.  1
2005 Zecchina R. Statistical physics, optimization and source coding Pramana - Journal of Physics. 64: 1161-1173.  1
2004 Battaglia D, Kolár M, Zecchina R. Minimizing energy below the glass thresholds. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 70: 036107. PMID 15524587 DOI: 10.1103/PhysRevE.70.036107  1
2004 Braunstein A, Zecchina R. Survey propagation as local equilibrium equations Journal of Statistical Mechanics: Theory and Experiment. DOI: 10.1088/1742-5468/2004/06/P06007  1
2004 Braunstein A, Zecchina R. Survey and Belief Propagation on random K-SAT Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2919: 519-528.  1
2003 Braunstein A, Mulet R, Pagnani A, Weigt M, Zecchina R. Polynomial iterative algorithms for coloring and analyzing random graphs. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 68: 036702. PMID 14524921  1
2003 Castellani T, Napolano V, Ricci-Tersenghi F, Zecchina R. Bicolouring random hypergraphs Journal of Physics a: Mathematical and General. 36: 11037-11053. DOI: 10.1088/0305-4470/36/43/026  1
2003 Mézard M, Ricci-Tersenghi F, Zecchina R. Two Solutions to Diluted p-Spin Models and XORSAT Problems Journal of Statistical Physics. 111: 505-533. DOI: 10.1023/A:1022886412117  1
2002 Mézard M, Zecchina R. Random K-satisfiability problem: from an analytic solution to an efficient algorithm. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 66: 056126. PMID 12513575 DOI: 10.1103/PhysRevE.66.056126  1
2002 Mulet R, Pagnani A, Weigt M, Zecchina R. Coloring random graphs. Physical Review Letters. 89: 268701. PMID 12484862  1
2002 Mézard M, Parisi G, Zecchina R. Analytic and algorithmic solution of random satisfiability problems. Science (New York, N.Y.). 297: 812-5. PMID 12089451 DOI: 10.1126/science.1073287  1
2002 Montanari A, Zecchina R. Optimizing searches via rare events. Physical Review Letters. 88: 178701. PMID 12005788 DOI: 10.1103/PhysRevLett.88.178701  1
2002 Barthel W, Hartmann AK, Leone M, Ricci-Tersenghi F, Weigt M, Zecchina R. Hiding solutions in random satisfiability problems: a statistical mechanics approach. Physical Review Letters. 88: 188701. PMID 12005728  1
2002 Leone M, Vázquez A, Vespignani A, Zecchina R. Ferromagnetic ordering in graphs with arbitrary degree distribution European Physical Journal B. 28: 191-197. DOI: 10.1140/epjb/e2002-00220-0  1
2002 Braunstein A, Leone M, Ricci-Tersenghi F, Zecchina R. Complexity transitions in global algorithms for sparse linear systems over finite fields Journal of Physics a: Mathematical and General. 35: 7559-7574. DOI: 10.1088/0305-4470/35/35/301  1
2001 Marsili M, Mulet R, Ricci-Tersenghi F, Zecchina R. Learning to coordinate in a complex and nonstationary world. Physical Review Letters. 87: 208701. PMID 11690517  1
2001 Franz S, Leone M, Ricci-Tersenghi F, Zecchina R. Exact solutions for diluted spin glasses and optimization problems. Physical Review Letters. 87: 127209. PMID 11580554  1
2001 Ricci-Tersenghi F, Weigt M, Zecchina R. Simplest random K-satisfiability problem. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 63: 026702. PMID 11308607 DOI: 10.1103/PhysRevE.63.026702  1
2001 Franz S, Mézard M, Ricci-Tersenghi F, Weigt M, Zecchina R. A ferromagnet with a glass transition Europhysics Letters. 55: 465-471. DOI: 10.1209/epl/i2001-00438-4  1
2001 Leone M, Ricci-Tersenghi F, Zecchina R. Phase coexistence and finite-size scaling in random combinatorial problems Journal of Physics a: Mathematical and General. 34: 4615-4626. DOI: 10.1088/0305-4470/34/22/303  1
2001 Zecchina R. Counting over non-planar graphs Physica a: Statistical Mechanics and Its Applications. 302: 100-109. DOI: 10.1016/S0378-4371(01)00445-9  1
2001 Martin OC, Monasson R, Zecchina R. Statistical mechanics methods and phase transitions in optimization problems Theoretical Computer Science. 265: 3-67. DOI: 10.1016/S0304-3975(01)00149-9  1
2001 Dubois O, Monasson R, Selman B, Zecchina R. Theoretical Computer Science: Editorial Theoretical Computer Science. 265: 1. DOI: 10.1016/S0304-3975(01)00133-5  1
2000 Ricci-Tersenghi F, Zecchina R. Glassy dynamics near zero temperature Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 62: R7567-70. PMID 11138102  1
2000 Challet D, Marsili M, Zecchina R. Statistical mechanics of systems with heterogeneous agents: minority games Physical Review Letters. 84: 1824-7. PMID 11017635  1
2000 Regge T, Zecchina R. Combinatorial and topological approach to the 3D Ising model Journal of Physics a: Mathematical and General. 33: 741-761. DOI: 10.1088/0305-4470/33/4/308  1
2000 Marsili M, Challet D, Zecchina R. Exact solution of a modified El Farol's bar problem: Efficiency and the role of market impact Physica a: Statistical Mechanics and Its Applications. 280: 522-553. DOI: 10.1016/S0378-4371(99)00610-X  1
2000 Franzosi R, Penna V, Zecchina R. Quantum dynamics of coupled bosonic wells within the Bose-Hubbard picture International Journal of Modern Physics B. 14: 943-961. DOI: 10.1016/S0217-9792(00)00101-1  1
1999 Monasson R, Zecchina R, Kirkpatrick S, Selman B, Troyansky L. Determining computational complexity from characteristic 'phase transitions' Nature. 400: 133-137. DOI: 10.1038/22055  1
1999 Monasson R, Zecchina R, Kirkpatrick S, Selman B, Troyansky L. 2 + p-SAT: Relation of typical-case complexity to the nature of the phase transition Random Structures and Algorithms. 15: 414-435.  1
1999 Barrat A, Zecchina R. Time scale separation and heterogeneous off-equilibrium dynamics in spin models over random graphs Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 59: R1299-R1302.  1
1999 Gliozzi AS, Zecchina R. On the ground state structure of P and NP-complete random decision problems Modern Physics Letters B. 13: 1-12.  1
1998 Monasson R, Zecchina R. Tricritical points in random combinatorics: The (2 + p)-SAT case Journal of Physics a: Mathematical and General. 31: 9209-9217. DOI: 10.1088/0305-4470/31/46/011  1
1998 Ceresole A, Rasetti M, Zecchina R. Geometry, topology, and physics of non-Abelian lattices La Rivista Del Nuovo Cimento. 21: 1-56. DOI: 10.1007/BF02877392  1
1997 Regge T, Zecchina R. Word Problem and decimation procedure in the Ising model on infinite hyperbolic group lattices International Journal of Modern Physics B. 11: 2803-2831.  1
1997 Monasson R, Zecchina R. Statistical mechanics of the random K-satisfiability model Physical Review E - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 56: 1357-1370.  1
1997 Rasetti M, Tagliati E, Zecchina R. Two-boson Hamiltonian for Shor's algorithm Physical Review a - Atomic, Molecular, and Optical Physics. 55: 2594-2597.  1
1997 Ceresole A, Zecchina R. Ising model over cayley lattices with local 2D geometry Modern Physics Letters B. 11: 259-268.  1
1996 Monasson R, Zecchina R. Entropy of the K-satisfiability problem. Physical Review Letters. 76: 3881-3885. PMID 10061137  1
1996 Cocco S, Monasson R, Zecchina R. Analytical and numerical study of internal representations in multilayer neural networks with binary weights. Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 54: 717-736. PMID 9965119  1
1996 Regge T, Zecchina R. Exact solution of the Ising model on group lattices of genus g>1 Journal of Mathematical Physics. 37: 2796-2814. DOI: 10.1063/1.531690  1
1996 Amico L, Rasetti M, Zecchina R. Superfluidity of the Bose-Hubbard model: Su (1,1) linearization scheme Physica a: Statistical Mechanics and Its Applications. 230: 300-312.  1
1995 Monasson R, Zecchina R. Weight space structure and internal representations: A direct approach to learning and generalization in multilayer neural networks. Physical Review Letters. 75: 2432-2435. PMID 10059302 DOI: 10.1103/PhysRevLett.75.2432  1
1994 Brunel N, Zecchina R. Response functions improving performance in analog attractor neural networks. Physical Review. E, Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics. 49: R1823-R1826. PMID 9961512 DOI: 10.1103/PhysRevE.49.R1823  1
1993 Boffetta G, Monasson R, Zecchina R. Symmetry breaking in nonmonotonic neural networks Journal of Physics a: Mathematical and General. 26: L507-L513. DOI: 10.1088/0305-4470/26/12/005  1
1993 Rasetti M, Zecchina R. Generalized fullerene-like lattices, and itinerant interacting electrons Physica a: Statistical Mechanics and Its Applications. 199: 539-570. DOI: 10.1016/0378-4371(93)90067-E  1
Low-probability matches
2012 Alemi-Neissi A, Baldassi C, Braunstein A, Pagnani A, Zecchina R, Zoccolan D. Information theoretic and machine learning approaches to quantify non-linear visual feature interaction underlying visual object recognition Bmc Neuroscience. 13. DOI: 10.1186/1471-2202-13-S1-P2  0.08
2000 Challet D, Marsili M, Zecchina R. Comment on "Thermal model for adaptive competition in a market" Physical Review Letters. 85: 5008. PMID 11102173 DOI: 10.1103/PhysRevLett.85.5008  0.08
2020 Baldassi C, Malatesta EM, Negri M, Zecchina R. Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures Journal of Statistical Mechanics: Theory and Experiment. 2020: 124012. DOI: 10.1088/1742-5468/abcd31  0.01
2020 Baldassi C, Della Vecchia R, Lucibello C, Zecchina R. Clustering of solutions in the symmetric binary perceptron Journal of Statistical Mechanics: Theory and Experiment. 2020: 073303. DOI: 10.1088/1742-5468/ab99be  0.01
2019 Chaudhari P, Choromanska A, Soatto S, LeCun Y, Baldassi C, Borgs C, Chayes J, Sagun L, Zecchina R. Entropy-SGD: biasing gradient descent into wide valleys Journal of Statistical Mechanics: Theory and Experiment. 2019: 124018. DOI: 10.1088/1742-5468/ab39d9  0.01
2018 Baldassi C, Gerace F, Saglietti L, Zecchina R. From inverse problems to learning: a Statistical Mechanics approach Journal of Physics: Conference Series. 955: 012001. DOI: 10.1088/1742-6596/955/1/012001  0.01
2017 Nguyen HC, Zecchina R, Berg J. Inverse statistical problems: from the inverse Ising problem to data science Advances in Physics. 66: 197-261. DOI: 10.1080/00018732.2017.1341604  0.01
2016 Baldassi C, Ingrosso A, Lucibello C, Saglietti L, Zecchina R. Local entropy as a measure for sampling solutions in constraint satisfaction problems Journal of Statistical Mechanics: Theory and Experiment. 2016: 023301. DOI: 10.1088/1742-5468/2016/02/023301  0.01
2012 Morcos F, Pagnini A, Lunt B, Bertolino A, Marks D, Sander C, Zecchina R, Onuchic JN, Hwa T, Weigt M. Estimation of Residue-Residue Coevolution using Direct Coupling Analysis Identifies Many Native Contacts Across a Large Number of Domain Families Biophysical Journal. 102: 250a. DOI: 10.1016/J.BPJ.2011.11.1378  0.01
2009 Bailly-Bechet M, Bradde S, Braunstein A, Flaxman A, Foini L, Zecchina R. Clustering with shallow trees Journal of Statistical Mechanics: Theory and Experiment. 2009: P12010. DOI: 10.1088/1742-5468/2009/12/P12010  0.01
2002 Berg J, Marsili M, Rustichini A, Zecchina R. Are financial markets efficient? Phase transition in the aggregation of information Complexity. 8: 20-23. DOI: 10.1002/cplx.10065  0.01
2001 Berg J, Marsili M, Rustichini A, Zecchina R. Statistical mechanics of asset markets with private information Quantitative Finance. 1: 203-211. DOI: 10.1080/713665667  0.01
2000 CHALLET D, MARSILI M, ZECCHINA R. PHASE TRANSITION IN A TOY MARKET International Journal of Theoretical and Applied Finance. 3: 451-454. DOI: 10.1142/S021902490000036X  0.01
1995 MONASSON R, ZECCHINA R. LEARNING AND GENERALIZATION THEORIES OF LARGE COMMITTEE-MACHINES Modern Physics Letters B. 9: 1887-1897. DOI: 10.1142/S0217984995001868  0.01
1995 ZANIN D, ZECCHINA R. LEARNING INTERFERENCE REDUCTION IN NEURAL NETWORKS Modern Physics Letters B. 9: 1165-1174. DOI: 10.1142/S0217984995001169  0.01
1995 BRUNEL N, ZECCHINA R. A SIMPLE GEOMETRICAL BOUND FOR REPLICA SYMMETRY STABILITY IN NEURAL NETWORKS MODELS Modern Physics Letters B. 9: 1159-1164. DOI: 10.1142/S0217984995001157  0.01
1992 Boffetta G, Monasson R, Zecchina R. MEMORY RETRIEVAL IN OPTIMAL SUBSPACES International Journal of Neural Systems. 3: 71-77. DOI: 10.1142/S0129065792000401  0.01
1992 ZECCHINA R. NEURAL NETWORK WITH LOCAL SHORT MEMORY AND COMPLEX UPDATING International Journal of Neural Systems. 3: 379-387. DOI: 10.1142/S0129065792000292  0.01
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