| Year |
Citation |
Score |
| 2023 |
Baldassi C, Malatesta EM, Perugini G, Zecchina R. Typical and atypical solutions in nonconvex neural networks with discrete and continuous weights. Physical Review. E. 108: 024310. PMID 37723812 DOI: 10.1103/PhysRevE.108.024310 |
0.775 |
|
| 2022 |
Baldassi C, Lauditi C, Malatesta EM, Pacelli R, Perugini G, Zecchina R. Learning through atypical phase transitions in overparameterized neural networks. Physical Review. E. 106: 014116. PMID 35974501 DOI: 10.1103/PhysRevE.106.014116 |
0.779 |
|
| 2022 |
Baldassi C, Lauditi C, Malatesta EM, Perugini G, Zecchina R. Unveiling the Structure of Wide Flat Minima in Neural Networks. Physical Review Letters. 127: 278301. PMID 35061428 DOI: 10.1103/PhysRevLett.127.278301 |
0.79 |
|
| 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 |
0.732 |
|
| 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 |
0.42 |
|
| 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 |
0.408 |
|
| 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 |
0.776 |
|
| 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 |
0.377 |
|
| 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 |
0.414 |
|
| 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 |
0.341 |
|
| 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 |
0.384 |
|
| 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 |
0.454 |
|
| 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 |
0.359 |
|
| 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 |
0.398 |
|
| 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 |
0.431 |
|
| 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 |
0.743 |
|
| 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 |
0.658 |
|
| 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 |
0.319 |
|
| 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 |
0.7 |
|
| 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 |
0.302 |
|
| 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 |
0.631 |
|
| 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 |
0.668 |
|
| 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 |
0.68 |
|
| 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 |
0.683 |
|
| 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 |
0.671 |
|
| 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 |
0.675 |
|
| 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 |
0.322 |
|
| 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 |
0.664 |
|
| 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 |
0.698 |
|
| 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 |
0.722 |
|
| 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 |
0.717 |
|
| 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 |
0.36 |
|
| 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 |
0.746 |
|
| 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 |
0.376 |
|
| 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 |
0.357 |
|
| 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 |
0.652 |
|
| 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 |
0.67 |
|
| 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 |
0.696 |
|
| 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 |
0.708 |
|
| 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 |
0.383 |
|
| 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 |
0.36 |
|
| 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 |
0.698 |
|
| 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 |
0.672 |
|
| 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 |
0.667 |
|
| 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 |
0.671 |
|
| 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 |
0.692 |
|
| 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 |
0.71 |
|
| 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 |
0.388 |
|
| 2008 |
Bianconi G, Zecchina R. Viable flux distribution in metabolic networks Networks and Heterogeneous Media. 3: 361-369. DOI: 10.3934/Nhm.2008.3.361 |
0.306 |
|
| 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 |
0.684 |
|
| 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 |
0.687 |
|
| 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 |
0.34 |
|
| 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 |
0.676 |
|
| 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 |
0.363 |
|
| 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 |
0.356 |
|
| 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: 10.1186/1471-2202-8-S2-S13 |
0.745 |
|
| 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 |
0.563 |
|
| 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 |
0.444 |
|
| 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 |
0.691 |
|
| 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 |
0.402 |
|
| 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 |
0.359 |
|
| 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 |
0.572 |
|
| 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 |
0.414 |
|
| 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.V28:3 |
0.309 |
|
| 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 |
0.392 |
|
| 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 |
0.339 |
|
| 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 |
0.718 |
|
| 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. DOI: 10.1143/Ptps.157.330 |
0.73 |
|
| 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 |
0.39 |
|
| 2005 |
Zecchina R. Statistical physics, optimization and source coding Pramana - Journal of Physics. 64: 1161-1173. DOI: 10.1007/Bf02704177 |
0.435 |
|
| 2005 |
Braunstein A, Mézard M, Zecchina R. Survey propagation: An algorithm for satisfiability Random Structures and Algorithms. 27: 201-226. DOI: 10.1002/Rsa.V27:2 |
0.699 |
|
| 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. |
0.462 |
|
| 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 |
0.562 |
|
| 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 |
0.681 |
|
| 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. |
0.585 |
|
| 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 DOI: 10.1103/Physreve.68.036702 |
0.654 |
|
| 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 |
0.39 |
|
| 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 |
0.335 |
|
| 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 |
0.417 |
|
| 2002 |
Mulet R, Pagnani A, Weigt M, Zecchina R. Coloring random graphs. Physical Review Letters. 89: 268701. PMID 12484862 DOI: 10.1103/Physrevlett.89.268701 |
0.311 |
|
| 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 |
0.512 |
|
| 2002 |
Montanari A, Zecchina R. Optimizing searches via rare events. Physical Review Letters. 88: 178701. PMID 12005788 DOI: 10.1103/Physrevlett.88.178701 |
0.365 |
|
| 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 DOI: 10.1103/Physrevlett.88.188701 |
0.428 |
|
| 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 |
0.301 |
|
| 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 |
0.705 |
|
| 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 DOI: 10.1103/Physrevlett.87.127209 |
0.359 |
|
| 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 |
0.397 |
|
| 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 |
0.392 |
|
| 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 |
0.322 |
|
| 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 |
0.37 |
|
| 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 |
0.63 |
|
| 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. DOI: 10.1142/S0217984999000026 |
0.37 |
|
| 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 |
0.39 |
|
| 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. DOI: 10.1002/(Sici)1098-2418(199910/12)15:3/4<414::Aid-Rsa10>3.0.Co;2-G |
0.343 |
|
| 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 |
0.345 |
|
| 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 |
0.321 |
|
| 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. DOI: 10.1142/S0217979297001374 |
0.638 |
|
| 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. DOI: 10.1103/Physreva.55.2594 |
0.313 |
|
| 1996 |
Monasson R, Zecchina R. Entropy of the K-satisfiability problem. Physical Review Letters. 76: 3881-3885. PMID 10061137 DOI: 10.1103/Physrevlett.76.3881 |
0.305 |
|
| 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 DOI: 10.1103/Physreve.54.717 |
0.327 |
|
| 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 |
0.617 |
|
| 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 |
0.382 |
|
| 1995 |
MONASSON R, ZECCHINA R. LEARNING AND GENERALIZATION THEORIES OF LARGE COMMITTEE-MACHINES Modern Physics Letters B. 9: 1887-1897. DOI: 10.1142/S0217984995001868 |
0.309 |
|
| 1995 |
ZANIN D, ZECCHINA R. LEARNING INTERFERENCE REDUCTION IN NEURAL NETWORKS Modern Physics Letters B. 9: 1165-1174. DOI: 10.1142/S0217984995001169 |
0.366 |
|
| 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 |
0.596 |
|
| 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 |
0.589 |
|
| 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 |
0.354 |
|
| 1992 |
Boffetta G, Monasson R, Zecchina R. MEMORY RETRIEVAL IN OPTIMAL SUBSPACES International Journal of Neural Systems. 3: 71-77. DOI: 10.1142/S0129065792000401 |
0.367 |
|
| 1992 |
ZECCHINA R. NEURAL NETWORK WITH LOCAL SHORT MEMORY AND COMPLEX UPDATING International Journal of Neural Systems. 3: 379-387. DOI: 10.1142/S0129065792000292 |
0.391 |
|
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