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BRAUNSTEIN, ALFREDO

BRAUNSTEIN, ALFREDO  

Dipartimento Scienza Applicata e Tecnologia  

019818  

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Effectiveness of probabilistic contact tracing in epidemic containment: The role of superspreaders and transmission path reconstruction / Muntoni, Anna Paola; Mazza, Fabio; Braunstein, Alfredo; Catania, Giovanni; Dall'Asta, Luca. - In: PNAS NEXUS. - ISSN 2752-6542. - 3:9(2024). [10.1093/pnasnexus/pgae377] 1-gen-2024 Muntoni, Anna PaolaMazza, FabioBraunstein, AlfredoCatania, GiovanniDall'Asta, Luca pgae377.pdf
Inference in conditioned dynamics through causality restoration / Braunstein, Alfredo; Catania, Giovanni; Dall'Asta, Luca; Mariani, Matteo; Muntoni, Anna Paola. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 13:(2023). [10.1038/s41598-023-33770-3] 1-gen-2023 Braunstein, AlfredoCatania, GiovanniDall'Asta, LucaMariani, MatteoMuntoni, Anna Paola s41598-023-33770-3.pdf
Matrix Product Belief Propagation for reweighted stochastic dynamics over graphs / Crotti, Stefano; Braunstein, Alfredo. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - 120:47(2023), pp. 1-9. [10.1073/pnas.2307935120] 1-gen-2023 Stefano CrottiAlfredo Braunstein crotti-braunstein-2023-matrix-product-belief-propagation-for-reweighted-stochastic-dynamics-over-graphs.pdf
Statistical mechanics of inference in epidemic spreading / Braunstein, Alfredo; Budzynski, Louise; Mariani, Matteo. - In: PHYSICAL REVIEW. E. - ISSN 2470-0045. - 108:6(2023), pp. 1-22. [10.1103/PhysRevE.108.064302] 1-gen-2023 Braunstein, AlfredoBudzynski, LouiseMariani, Matteo 2304.06538.pdf; Statistical mechanics of inference in epidemic spreading.pdf
The Cavity Method: From Exact Solutions to Algorithms / Braunstein, A.; Semerjian, G. - In: Spin Glass Theory and Far Beyond: Replica Symmetry Breaking after 40 Years[s.l] : World Scientific Publishing, 2023. - ISBN 9789811273919. - pp. 375-388 [10.1142/9789811273926_0019] 1-gen-2023 Braunstein A. + -
A Bayesian generative neural network framework for epidemic inference problems / Biazzo, Indaco; Braunstein, Alfredo; Dall'Asta, Luca; Mazza, Fabio. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - ELETTRONICO. - 12:1(2022), p. 19673. [10.1038/s41598-022-20898-x] 1-gen-2022 Biazzo, IndacoBraunstein, AlfredoDall'Asta, LucaMazza, Fabio s41598-022-20898-x.pdf
Closest-vector problem and the zero-temperature p-spin landscape for lossy compression / Braunstein, A.; Budzynski, L.; Crotti, S.; Ricci-Tersenghi, F.. - In: PHYSICAL REVIEW. E. - ISSN 2470-0053. - ELETTRONICO. - 106:5(2022), p. 054101. [10.1103/PhysRevE.106.054101] 1-gen-2022 Braunstein A.Budzynski L.Crotti S. + PhysRevE.106.054101.pdf
Relationship between fitness and heterogeneity in exponentially growing microbial populations / Muntoni, Anna Paola; Braunstein, Alfredo; Pagnani, Andrea; De Martino, Daniele; De Martino, Andrea. - In: BIOPHYSICAL JOURNAL. - ISSN 0006-3495. - ELETTRONICO. - 121:10(2022), pp. 1919-1930. [10.1016/j.bpj.2022.04.012] 1-gen-2022 Muntoni, Anna PaolaBraunstein, AlfredoPagnani, AndreaDe Martino, Andrea + mmc2.pdf
A density consistency approach to the inverse Ising problem / Braunstein, A.; Catania, G.; Dall'Asta, L.; Muntoni, A. P.. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - ELETTRONICO. - 2021:3(2021), p. 033416. [10.1088/1742-5468/abed43] 1-gen-2021 Braunstein A.Catania G.Dall'Asta L.Muntoni A. P. Braunstein_2021_J._Stat._Mech._2021_033416.pdf
Epidemic mitigation by statistical inference from contact tracing data / Baker, A.; Biazzo, I.; Braunstein, A.; Catania, G.; Dall'Asta, L.; Ingrosso, A.; Krzakala, F.; Mazza, F.; Mezard, M.; Muntoni, A. P.; Refinetti, M.; Mannelli, S. S.; Zdeborova, L.. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - ELETTRONICO. - 118:32(2021), p. e2106548118. [10.1073/pnas.2106548118] 1-gen-2021 Biazzo I.Braunstein A.Catania G.Dall'Asta L.Ingrosso A.Mazza F.Muntoni A. P. + e2106548118.full.pdf
Expectation propagation on the diluted Bayesian classifier / Braunstein, Alfredo; Gueudre, Thomas; Pagnani, Andrea; Pieropan, Mirko. - In: PHYSICAL REVIEW. E. - ISSN 2470-0045. - ELETTRONICO. - 103:4(2021). [10.1103/PhysRevE.103.043301] 1-gen-2021 Alfredo BraunsteinThomas GueudréAndrea PagnaniMirko Pieropan PhysRevE.103.043301.pdf
Casualità, causalità e Machine Learning nel contenimento epidemico / Braunstein, Alfredo; Dall'Asta, Luca; Ingrosso, Alessandro. - In: ITHACA. - ISSN 2282-8079. - ELETTRONICO. - 2020:16(2020), pp. 183-194. 1-gen-2020 Braunstein, AlfredoDall'Asta, Luca + 23011-133980-1-PB (3).pdf
Compressed sensing reconstruction using Expectation Propagation / Braunstein, Alfredo; Muntoni, Anna Paola; Pagnani, Andrea; Pieropan, Mirko. - In: JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL. - ISSN 1751-8113. - 53:18(2020), p. 184001. [10.1088/1751-8121/ab3065] 1-gen-2020 Braunstein, AlfredoMuntoni, Anna PaolaPagnani, AndreaPieropan, Mirko Braunstein+et+al_2019_J._Phys._A:_Math._Theor._10.1088_1751-8121_ab3065.pdf; Braunstein_2020_J._Phys._A__Math._Theor._53_184001.pdf
Contamination source detection in water distribution networks using belief propagation / Ortega, Ernesto; Braunstein, Alfredo; Lage-Castellanos, Alejandro. - In: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. - ISSN 1436-3240. - ELETTRONICO. - 34:3-4(2020), pp. 493-511. [10.1007/s00477-020-01788-y] 1-gen-2020 Braunstein, Alfredo + Ortega2020_Article_ContaminationSourceDetectionIn.pdf; 1809.10626.pdf
Loop Corrections in Spin Models through Density Consistency / Braunstein, Alfredo; Catania, Giovanni; Dall’Asta, Luca. - In: PHYSICAL REVIEW LETTERS. - ISSN 0031-9007. - 123:2(2019). [10.1103/PhysRevLett.123.020604] 1-gen-2019 Braunstein, AlfredoCATANIA, GIOVANNIDall’Asta, Luca prl-density-consistency.pdf; SI.pdf
Network reconstruction from infection cascades / Braunstein, A.; Ingrosso, A.; Muntoni, A. P.. - In: JOURNAL OF THE ROYAL SOCIETY INTERFACE. - ISSN 1742-5689. - 16:151(2019), p. 20180844. [10.1098/rsif.2018.0844] 1-gen-2019 Braunstein A.Ingrosso A.Muntoni A. P. epidemics_royal_soc.pdf; 1609.00432.pdf
Nonconvex image reconstruction via expectation propagation / Muntoni, ANNA PAOLA; Díaz Hernández Rojas, Rafael; Braunstein, Alfredo; Pagnani, Andrea; Pérez Castillo, Isaac. - In: PHYSICAL REVIEW. E. - ISSN 2470-0053. - ELETTRONICO. - 100:(2019), p. 032134. [10.1103/PhysRevE.100.032134] 1-gen-2019 Anna Paola MuntoniAlfredo BraunsteinAndrea Pagnani + PhysRevE.100.032134.pdf
The cavity approach for Steiner trees packing problems / Braunstein, Alfredo; Muntoni, Anna Paola. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - ELETTRONICO. - 2018:12(2018), p. 123401. [10.1088/1742-5468/aaeb3f] 1-gen-2018 Braunstein, AlfredoMuntoni, Anna Paola -
An analytic approximation of the feasible space of metabolic networks / Braunstein, Alfredo; Muntoni, ANNA PAOLA; Pagnani, Andrea. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - ELETTRONICO. - 8:(2017), p. 14915. [10.1038/ncomms14915] 1-gen-2017 BRAUNSTEIN, ALFREDOMUNTONI, ANNA PAOLAPAGNANI, ANDREA ncomms14915.pdf
Contamination source inference in water distribution networks / Braunstein, A.; Lage-Castellanos, A.; Ortega, E.. - In: REVISTA CUBANA DE FISICA. - ISSN 0253-9268. - 34:2(2017), pp. 100-107. 1-gen-2017 Braunstein A.Lage-Castellanos A. + RCF No2 2017 100.pdf