Alfredo Braunstein

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Riccardo Zecchinaprofessor, theoretical physics, Bocconi UniversityVerified email at unibocconi.it
Luca Dall'AstaPolitecnico di TorinoVerified email at polito.it
Andrea PagnaniProfessor at DISAT - Politecnico di Torino, and PI at the IIGMVerified email at polito.it
Fabrizio AltarelliCapital Fund Management, 23 rue de l'Université, Paris, FranceVerified email at polito.it
Martin WeigtSorbonne Université Paris (former Université Pierre & Marie Curie)Verified email at upmc.fr
Marc MezardEcole normale supérieure ParisVerified email at ens.fr
Jennifer ChayesTechnical Fellow & Managing Director, MicrosoftVerified email at microsoft.com
Christian BorgsProfessor, UC BerkeleyVerified email at christianborgs.com
Carlo BaldassiBocconi University; INFNVerified email at unibocconi.it
Abolfazl RamezanpourPhysics Department, Shiraz University, Shiraz, IranVerified email at shirazu.ac.ir
Anna Paola MuntoniPost-Doc, DISAT, Politecnico di TorinoVerified email at polito.it
Roberto MuletFacultad de Fisica, Universidad de la HabanaVerified email at fisica.uh.cu
Alessandro IngrossoPostdoctoral Scientist, The Abdus Salam International Centre for Theoretical PhysicsVerified email at ictp.it
Lenka ZdeborovaEPFL, SwitzerlandVerified email at epfl.ch
Mohsen BayatiAssociate Professor, Stanford UniversityVerified email at stanford.edu
Joël ChavasEngineer of Neuroinformatics, CNRS (Gif-sur-Yvette, France)Verified email at unic.cnrs-gif.fr
Demian BattagliaCNRS researcher, Aix-Marseille University - INS & Visiting scientist - University of StrasbourgVerified email at univ-amu.fr
Guilhem SemerjianLPT-ENSVerified email at lpt.ens.fr
Serena BraddeAPSVerified email at aps.org
Farbod KayhanUniversity of SurreyVerified email at surrey.ac.uk

Alfredo Braunstein

DISAT, Politecnico di Torino

Verified email at polito.it - Homepage

statistical inference combinatorial optimization stochastic optimization machine learning statistical physics


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Survey propagation: An algorithm for satisfiability A Braunstein, M Mézard, R Zecchina Random Structures & Algorithms 27 (2), 201-226, 2005	559	2005
Bayesian inference of epidemics on networks via belief propagation F Altarelli, A Braunstein, L Dall’Asta, A Lage-Castellanos, R Zecchina Physical review letters 112 (11), 118701, 2014	152	2014
Learning by message passing in networks of discrete synapses A Braunstein, R Zecchina Physical review letters 96 (3), 30201, 2006	131	2006
Finding undetected protein associations in cell signaling by belief propagation M Bailly-Bechet, C Borgs, A Braunstein, J Chayes, A Dagkessamanskaia, ... Proceedings of the National Academy of Sciences 108 (2), 882-887, 2011	130	2011
Perturbation biology: inferring signaling networks in cellular systems EJ Molinelli, A Korkut, W Wang, ML Miller, NP Gauthier, X Jing, P Kaushik, ... PLoS Comput Biol 9 (12), e1003290, 2013	126	2013
Network dismantling A Braunstein, L Dall’Asta, G Semerjian, L Zdeborová Proceedings of the National Academy of Sciences 113 (44), 12368-12373, 2016	107	2016
Polynomial iterative algorithms for coloring and analyzing random graphs A Braunstein, R Mulet, A Pagnani, M Weigt, R Zecchina Physical Review E 68 (3), 036702, 2003	107	2003
Simultaneous reconstruction of multiple signaling pathways via the prize-collecting steiner forest problem N Tuncbag, A Braunstein, A Pagnani, SSC Huang, J Chayes, C Borgs, ... Journal of computational biology 20 (2), 124-136, 2013	98	2013
Survey propagation as local equilibrium equations A Braunstein, R Zecchina Journal of Statistical Mechanics: Theory and Experiment 2004, P06007, 2004	92	2004
Efficient supervised learning in networks with binary synapses C Baldassi, A Braunstein, N Brunel, R Zecchina Proceedings of the National Academy of Sciences 104 (26), 11079-11084, 2007	89	2007
Containing epidemic outbreaks by message-passing techniques F Altarelli, A Braunstein, L Dall’Asta, JR Wakeling, R Zecchina Physical Review X 4 (2), 021024, 2014	87	2014
Computational complexity and statistical physics A Percus, G Istrate, C Moore OUP USA, 2006	76	2006
Estimating the size of the solution space of metabolic networks A Braunstein, R Mulet, A Pagnani BMC bioinformatics 9 (1), 240, 2008	63	2008
Optimizing spread dynamics on graphs by message passing F Altarelli, A Braunstein, L Dall’Asta, R Zecchina Journal of Statistical Mechanics: Theory and Experiment 2013 (09), P09011, 2013	62	2013
Inference of sparse combinatorial-control networks from gene-expression data: a message passing approach M Bailly-Bechet, A Braunstein, A Pagnani, M Weigt, R Zecchina BMC bioinformatics 11 (1), 355, 2010	53	2010
Statistical mechanics of Steiner trees M Bayati, C Borgs, A Braunstein, J Chayes, A Ramezanpour, R Zecchina Physical review letters 101 (3), 37208, 2008	50	2008
Survey propagation: an algorithm for satisfiability A Braunstein, M Mézard, R Zecchina arXiv preprint cs/0212002, 2002	48	2002
Constraint satisfaction by survey propagation A Braunstein, M Mézard, M Weigt, R Zecchina Computational Complexity and Statistical Physics, 107, 2006	46	2006
Large deviations of cascade processes on graphs F Altarelli, A Braunstein, L Dall’Asta, R Zecchina Physical Review E 87 (6), 062115, 2013	40	2013
Aligning graphs and finding substructures by a cavity approach S Bradde, A Braunstein, H Mahmoudi, F Tria, M Weigt, R Zecchina EPL (Europhysics Letters) 89, 37009, 2010	36*	2010

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