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Expectation propagation for the diluted Bayesian classifier


Sep 20, 2020
Alfredo Braunstein, Thomas Gueudré, Andrea Pagnani, Mirko Pieropan

* 22 pages, 15 figures 

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Epidemic mitigation by statistical inference from contact tracing data


Sep 20, 2020
Antoine Baker, Indaco Biazzo, Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Alessandro Ingrosso, Florent Krzakala, Fabio Mazza, Marc Mézard, Anna Paola Muntoni, Maria Refinetti, Stefano Sarao Mannelli, Lenka Zdeborová

* 21 pages, 7 figures 

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Compressed sensing reconstruction using Expectation Propagation


Apr 10, 2019
Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani, Mirko Pieropan

* 20 pages, 6 figures 

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Loop corrections in spin models through density consistency


Oct 24, 2018
Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta

* 5 pages, 1 figure, 1 table 

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A Max-Sum algorithm for training discrete neural networks


Aug 13, 2015
Carlo Baldassi, Alfredo Braunstein

* Journal of Statistical Mechanics: Theory and Experiment 2015, no. 8, P08008 

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Efficient supervised learning in networks with binary synapses


Jul 09, 2007
Carlo Baldassi, Alfredo Braunstein, Nicolas Brunel, Riccardo Zecchina

* PNAS 104, 11079-11084 (2007) 
* 10 pages, 4 figures 

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Learning by message-passing in networks of discrete synapses


Dec 09, 2005
Alfredo Braunstein, Riccardo Zecchina

* Phys. Rev. Lett. 96, 030201 (2006) 
* 4 pages, 3 figures; references updated and minor corrections; accepted in PRL 

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