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Zecchina, Riccardo
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Ala U
,
Karreth FA
,
Bosia C
,
Pagnani A
,
Taulli R
,
Léopold V
, et al.
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. 2013;110(18).
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Alemi A
,
Baldassi C
,
Brunel N
,
Zecchina R
.
A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks
. PLoS Comput Biol. 2015;11:1-23.
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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. 2012;13:1-2.
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Altarelli F
,
Braunstein A
,
Ramezanpour A
,
Zecchina R
.
Stochastic optimization by message passing
. JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. 2011;2011.
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Altarelli F
,
Braunstein A
,
Realpe-Gomez J
,
Zecchina R
.
Statistical mechanics of budget-constrained auctions
. Journal of Statistical Mechanics: Theory and Experiment. 2009;2009:P07002 (27pp).
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Altarelli F
,
Braunstein A
,
Ramezanpour A
,
Zecchina R
.
Stochastic Matching Problem
. Phys. Rev. Lett.. 2011;106:190601.
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Altarelli F
,
Braunstein A
,
Dall'Asta L
,
Zecchina R
.
Large deviations of cascade processes on graphs
. Phys. Rev. E. 2013;87:062115.
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Altarelli F
,
Braunstein A
,
Dall’Asta L
,
Lage-Castellanos A
,
Zecchina R
.
Bayesian Inference of Epidemics on Networks via Belief Propagation
. Physical Review Letters. 2014;112(11).
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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;2014:P10016.
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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;2014(10):P10016.
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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;2013(09):P09011.
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Altman RB
,
Dunker KA
,
Hunter L
,
Murray TA
,
Klein TE
,
Ritchie MD
, et al.
Sharing Information to reconstruct patient-specific pathways in heterogeneous diseases
. In: Biocomputing 2014. WORLD SCIENTIFIC; 2013. p. 39-50.
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Bailly-Bechet M
,
Borgs C
,
Braunstein A
,
Chayes J
,
Dagkessamanskaia A
,
François JM
, et al.
Finding undetected protein associations in cell signaling by belief propagation
. Proceedings of the National Academy of Sciences. 2010;108(2):882-7.
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PNAS-2011-Bailly-Bechet-882-7.pdf
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Bailly-Bechet M
,
Bradde S
,
Braunstein A
,
Flaxman A
,
Foini L
,
Zecchina R
.
Clustering with shallow trees
. JSTAT. 2009:17pp.
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Bailly-Bechet M
,
Braunstein A
,
Zecchina R
.
A Prize-Collecting Steiner Tree Approach for Transduction Network Inference
. In: Proceedings of the 7th International Conference on Computational Methods in Systems Biology. Springer; 2009. 95.
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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. 2011;63:637-62.
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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. 2010;11:355.
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Baldassi C
,
Zamparo M
,
Feinauer C
,
Procaccini A
,
Zecchina R
,
Weigt M
, et al.
Fast and Accurate Multivariate Gaussian Modeling of Protein Families: Predicting Residue Contacts and Protein-Interaction Partners
. PLoS ONE. 2014;9(3):e92721.
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Baldassi C
,
Braunstein A
,
Brunel N
,
Zecchina R
.
Efficient supervised learning in networks with binary synapses
. Proceedings of the National Academy of Sciences. 2007;104:11079-84.
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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. 2015;115:128101.
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Baldassi C
,
Braunstein A
,
Zecchina R
.
Theory and learning protocols for the material tempotron model
. Journal of Statistical Mechanics: Theory and Experiment. 2013;2013(12):P12013.
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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 Comput Biol. 2013;9(8):e1003167.
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Baldassi C
,
Braunstein A
,
Brunel N
,
Zecchina R
.
Efficient supervised learning in networks with binary synapses
. BMC Neuroscience. 2007;8:S13.
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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;2016:023301.
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Battaglia D
,
Braunstein A
,
Chavas J
,
Zecchina R
.
Source coding by efficient selection of ground-state clusters.
Phys Rev E. Stat Nonlin Soft Matter Phys. 2005;72:015103.
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