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Picture for Federico Ricci-Tersenghi

How to iron out rough landscapes and get optimal performances: Replicated Gradient Descent and its application to tensor PCA


May 29, 2019
Giulio Biroli, Chiara Cammarota, Federico Ricci-Tersenghi

* 12 pages, 6 figures, Supplementary Material included 

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SpaRTA - Tracking across occlusions via global partitioning of 3D clouds of points


Feb 16, 2018
Andrea Cavagna, Stefania Melillo, Leonardo Parisi, Federico Ricci-Tersenghi


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Improving variational methods via pairwise linear response identities


Nov 02, 2016
Jack Raymond, Federico Ricci-Tersenghi

* Journal of Machine Learning Research 18(6), 1-36, 2017 
* 36 pages, 17 figures 

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The backtracking survey propagation algorithm for solving random K-SAT problems


Oct 06, 2016
Raffaele Marino, Giorgio Parisi, Federico Ricci-Tersenghi

* Nature Communications 7, 12996 (2016) 
* 11 pages, 10 figures. v2: data largely improved and manuscript rewritten 

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Performance of a community detection algorithm based on semidefinite programming


Mar 30, 2016
Adel Javanmard, Andrea Montanari, Federico Ricci-Tersenghi

* J. Phys.: Conf. Ser. 699 (2016) 012015 
* 12 pages, 7 figures. Proceedings for the HD3-2015 conference (Kyoto, Dec 14-17, 2015) 

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Solving Constraint Satisfaction Problems through Belief Propagation-guided decimation


Oct 01, 2007
Andrea Montanari, Federico Ricci-Tersenghi, Guilhem Semerjian

* 10 pages, 4 figures, to be presented at Allerton 07, minor revision 

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