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 AltarelliWorldQuant, MLP, Rue du Rhône 42, 1204 Genève, CHVerified email at worldquant.com
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
Jennifer ChayesProfessor, UC BerkeleyVerified email at jenniferchayes.com
Christian BorgsProfessor, UC BerkeleyVerified email at christianborgs.com
Marc MezardBocconi University MilanoVerified email at unibocconi.it
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 IngrossoAssistant Professor, Radboud UniversityVerified email at donders.ru.nl
Lenka ZdeborováEPFL, SwitzerlandVerified email at epfl.ch
Guilhem SemerjianLPT-ENSVerified email at lpt.ens.fr
Indaco BiazzoJoint Research Centre, European Commission, IspraVerified email at ec.europa.eu
Roberto MuletFacultad de Fisica, Universidad de la HabanaVerified email at fisica.uh.cu
Fabio MazzaPolitecnico di MilanoVerified email at polimi.it
Mohsen BayatiProfessor, Stanford UniversityVerified email at stanford.edu
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	676	2005
Network dismantling A Braunstein, L Dall’Asta, G Semerjian, L Zdeborová Proceedings of the National Academy of Sciences 113 (44), 12368-12373, 2016	264	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	229	2014
Learning by message passing in networks of discrete synapses A Braunstein, R Zecchina Physical review letters 96 (3), 30201, 2006	173	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	172	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	148	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	133	2013
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	125	2007
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	122	2003
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	121	2014
Survey propagation as local equilibrium equations A Braunstein, R Zecchina Journal of Statistical Mechanics: Theory and Experiment 2004, P06007, 2004	106	2004
Computational complexity and statistical physics A Percus, G Istrate, C Moore OUP USA, 2006	99	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	96	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	60	2008
Large deviations of cascade processes on graphs F Altarelli, A Braunstein, L Dall’Asta, R Zecchina Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 87 (6 …, 2013	55	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	55	2010
Constraint satisfaction by survey propagation A Braunstein, M Mézard, M Weigt, R Zecchina Computational Complexity and Statistical Physics, 107, 2006	53*	2006
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	50	2014
An analytic approximation of the feasible space of metabolic networks A Braunstein, AP Muntoni, A Pagnani Nature communications 8 (1), 14915, 2017	48	2017

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