About
Discord Stateoftheart AI
GitHub

Publications

207

Cited by

12059

Riccardo Zecchina

statistical physicsoptimisation and inferencemachine learningcomputational biologycomputational neuroscience
Bocconi University

Italy

Papers and Citations

1 - 50
Analytic and algorithmic solution of random satisfiability problems
2002
Riccardo Zecchina
Marc Mezard
Giorgio Parisi
Cited by 1048
Direct-coupling analysis of residue coevolution captures native contacts across many protein families
2011
Faruck Morcos
Andrea Pagnani
Riccardo Zecchina
+7
Cited by 881
Protein 3D structure computed from evolutionary sequence variation
2011
Riccardo Zecchina
Lucy Colwell
Debora Marks
+4
Cited by 808
Survey propagation: An algorithm for satisfiability
2005
Alfredo Braunstein
Marc Mezard
Riccardo Zecchina
Cited by 544
Entropy-sgd: Biasing gradient descent into wide valleys
2016
Levent Sagun
Carlo Baldassi
Anna Choromanska
+6
Cited by 399
Statistical mechanics of systems with heterogeneous agents: Minority games
2000
Damien Challet
Matteo Marsili
Riccardo Zecchina
Cited by 328
Integrated transcriptional and competitive endogenous RNA networks are cross-regulated in permissive molecular environments
2013
Riccardo Zecchina
Florian Karreth
Andrea Pagnani
+7
Cited by 234
Ferromagnetic ordering in graphs with arbitrary degree distribution
2002
M Leone
A Vázquez
Alessandro Vespignani
+1
Cited by 226
Coloring random graphs
2002
Riccardo Zecchina
Roberto Mulet
Andrea Pagnani
+1
Cited by 221
Statistical mechanics methods and phase transitions in optimization problems
2001
Riccardo Zecchina
Remi Monasson
Olivier Martin
Cited by 214
Clustering of solutions in the random satisfiability problem
2005
Thierry Mora
Riccardo Zecchina
Marc Mezard
Cited by 180
Exact solution of a modified El Farol's bar problem: Efficiency and the role of market impact
2000
Matteo Marsili
Damien Challet
Riccardo Zecchina
Cited by 159
Inverse statistical problems: from the inverse Ising problem to data science
2017
Riccardo Zecchina
J Berg
HC Nguyen
Cited by 148
Bayesian inference of epidemics on networks via belief propagation
2014
Riccardo Zecchina
Alfredo Braunstein
Fabrizio Altarelli
+2
Cited by 137
Finding undetected protein associations in cell signaling by belief propagation
2011
Alfredo Braunstein
Christian Borgs
Riccardo Zecchina
+4
Cited by 125
Learning by message passing in networks of discrete synapses
2006
Alfredo Braunstein
Riccardo Zecchina
Cited by 124
Genome-wide analysis identifies a functional association of Tet1 and Polycomb repressive complex 2 in mouse embryonic stem cells
2013
Anna Krepelova
Salvatore Oliviero
Caterina Parlato
+5
Cited by 122
Perturbation biology: inferring signaling networks in cellular systems
2013
Martin L Miller
Riccardo Zecchina
Anil Korkut
+13
Cited by 117
Modelling competing endogenous RNA networks
2013
C Bosia
Riccardo Zecchina
Andrea Pagnani
Cited by 109
Polynomial iterative algorithms for coloring and analyzing random graphs
2003
Roberto Mulet
Riccardo Zecchina
Alfredo Braunstein
+2
Cited by 108
A ferromagnet with a glass transition
2001
M Weigt
Federico Ricci-Tersenghi
Marc Mezard
+2
Cited by 105
Fast and accurate multivariate Gaussian modeling of protein families: predicting residue contacts and protein-interaction partners
2014
Marco Zamparo
Carlo Baldassi
Riccardo Zecchina
+4
Cited by 103
Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes
2016
Alessandro Ingrosso
Christian Borgs
Carlo Lucibello
+4
Cited by 96
Subdominant dense clusters allow for simple learning and high computational performance in neural networks with discrete synapses
2015
Carlo Baldassi
Luca Saglietti
Alessandro Ingrosso
+2
Cited by 95
Simultaneous reconstruction of multiple signaling pathways via the prize-collecting steiner forest problem
2013
Shao-Shan Carol Huang
Jennifer Chayes
Ernest Fraenkel
+5
Cited by 91
Survey propagation as local equilibrium equations
2004
Alfredo Braunstein
Riccardo Zecchina
Cited by 90
Weight space structure and internal representations: a direct approach to learning and generalization in multilayer neural networks
1995
Remi Monasson
Riccardo Zecchina
Cited by 90
Containing epidemic outbreaks by message-passing techniques
2014
L Dall’Asta
JR Wakeling
Alfredo Braunstein
+2
Cited by 85
Efficient supervised learning in networks with binary synapses
2007
Carlo Baldassi
Riccardo Zecchina
Nicolas Brunel
+1
Cited by 85
Exact solutions for diluted spin glasses and optimization problems
2001
M Leone
Silvio Franz
Federico Ricci-Tersenghi
+1
Cited by 81
Hiding solutions in random satisfiability problems: A statistical mechanics approach
2002
Wolfgang Barthel
Martin Weigt
Michele Leone
+3
Cited by 71
Optimizing searches via rare events
2002
Riccardo Zecchina
Andrea Montanari
Cited by 66
Optimizing spread dynamics on graphs by message passing
2013
Riccardo Zecchina
Alfredo Braunstein
Fabrizio Altarelli
+2
Cited by 62
Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach
2010
M Bailly-Bechet
Alfredo Braunstein
Martin Weigt
+2
Cited by 52
Statistical mechanics of steiner trees
2008
A Ramezanpour
Jennifer Chayes
Mohsen Bayati
+3
Cited by 49
Entropy landscape and non-Gibbs solutions in constraint satisfaction problems
2008
L Dall’Asta
Abolfazl Ramezanpour
Riccardo Zecchina
Cited by 49
On the exactness of the cavity method for weighted b-matchings on arbitrary graphs and its relation to linear programs
2008
Jennifer Chayes
Mohsen Bayati
Christian Borgs
+1
Cited by 48
Comment on “Thermal model for adaptive competition in a market”
2000
Riccardo Zecchina
Damien Challet
Matteo Marsili
Cited by 46
Tricritical points in random combinatorics: the-sat case
1998
Remi Monasson
Riccardo Zecchina
Cited by 46
Combinatorial and topological approach to the 3D Ising model
2000
T Regge
Riccardo Zecchina
Cited by 44
Bridging the gaps in systems biology
2014
Andreas Raue
Jens Nielsen
Judith AH Wodke
+16
Cited by 43
Time scale separation and heterogeneous off-equilibrium dynamics in spin models over random graphs
1999
Alain Barrat
Riccardo Zecchina
Cited by 40
Minimizing energy below the glass thresholds
2004
M Kolář
Riccardo Zecchina
Demian Battaglia
Cited by 39
Large deviations of cascade processes on graphs
2013
L Dall’Asta
Alfredo Braunstein
Riccardo Zecchina
+1
Cited by 39
Message-passing algorithms for non-linear nodes and data compression
2006
Riccardo Zecchina
Marc Mezard
stefano ciliberti
Cited by 36
Lossy data compression with random gates
2005
Riccardo Zecchina
Marc Mezard
stefano ciliberti
Cited by 36
Aligning graphs and finding substructures by a cavity approach
2010
M Weigt
H Mahmoudi
F Tria
+3
Cited by 33
Survey-propagation decimation through distributed local computations
2005
Furtlehner
Joël Chavas
Marc Mezard
+1
Cited by 33
Local entropy as a measure for sampling solutions in constraint satisfaction problems
2016
Carlo Baldassi
Alessandro Ingrosso
Luca Saglietti
+2
Cited by 33
The patient-zero problem with noisy observations
2014
L Dall’Asta
Alfredo Braunstein
Riccardo Zecchina
+2
Cited by 31