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
Anna Paola MuntoniAssistant Professor, Politecnico di TorinoVerified email at polito.it
Marc MezardBocconi University MilanoVerified email at unibocconi.it
Jennifer ChayesProfessor, UC BerkeleyVerified email at jenniferchayes.com
Christian BorgsProfessor, UC BerkeleyVerified email at christianborgs.com
Carlo BaldassiBocconi University; ELLIS scholarVerified email at unibocconi.it
Abolfazl RamezanpourPhysics Department, Shiraz University, Shiraz, IranVerified email at shirazu.ac.ir
Alejandro Lage CastellanosProfessor of physics at Physics Faculty, Havana UniversityVerified email at fisica.uh.cu
Alessandro IngrossoSenior Postdoctoral Scientist, The Abdus Salam International Centre for Theoretical PhysicsVerified email at ictp.it
Lenka ZdeborovaEPFL, SwitzerlandVerified email at epfl.ch
Guilhem SemerjianLPT-ENSVerified email at lpt.ens.fr
Roberto MuletFacultad de Fisica, Universidad de la HabanaVerified email at fisica.uh.cu
Mohsen BayatiProfessor, Stanford UniversityVerified email at stanford.edu
Indaco BiazzoÉcole Polytechnique Fédérale de LausanneVerified email at epfl.ch
Fabio MazzaDISAT, Politecnico di TorinoVerified email at polito.it
Giovanni CataniaUniversidad Complutense MadridVerified email at ucm.es

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	634	2005
Network dismantling A Braunstein, L Dall’Asta, G Semerjian, L Zdeborová Proceedings of the National Academy of Sciences 113 (44), 12368-12373, 2016	207	2016
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	202	2014
Learning by message passing in networks of discrete synapses A Braunstein, R Zecchina Physical review letters 96 (3), 30201, 2006	162	2006
Perturbation biology: inferring signaling networks in cellular systems EJ Molinelli, A Korkut, W Wang, ML Miller, NP Gauthier, X Jing, P Kaushik, ... PLoS computational biology 9 (12), e1003290, 2013	156	2013
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	145	2011
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	122	2013
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	118	2003
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	115	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	112	2014
Survey propagation as local equilibrium equations A Braunstein, R Zecchina Journal of Statistical Mechanics: Theory and Experiment 2004, P06007, 2004	108	2004
Computational complexity and statistical physics A Percus, G Istrate, C Moore OUP USA, 2006	93	2006
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	83	2013
Estimating the size of the solution space of metabolic networks A Braunstein, R Mulet, A Pagnani BMC bioinformatics 9 (1), 240, 2008	65	2008
Statistical mechanics of Steiner trees M Bayati, C Borgs, A Braunstein, J Chayes, A Ramezanpour, R Zecchina Physical review letters 101 (3), 37208, 2008	56	2008
Survey propagation: an algorithm for satisfiability A Braunstein, M Mézard, R Zecchina arXiv preprint cs/0212002, 2002	55	2002
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	54	2010
Constraint satisfaction by survey propagation A Braunstein, M Mézard, M Weigt, R Zecchina Computational Complexity and Statistical Physics, 107, 2006	53*	2006
Large deviations of cascade processes on graphs F Altarelli, A Braunstein, L Dall’Asta, R Zecchina Physical Review E 87 (6), 062115, 2013	49	2013
The patient-zero problem with noisy observations F Altarelli, A Braunstein, L Dall’Asta, A Ingrosso, R Zecchina Journal of Statistical Mechanics: Theory and Experiment 2014 (10), P10016, 2014	45	2014

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