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Picture for Federico Ricci-Tersenghi

Nonequilibrium Monte Carlo for unfreezing variables in hard combinatorial optimization


Nov 26, 2021
Masoud Mohseni, Daniel Eppens, Johan Strumpfer, Raffaele Marino, Vasil Denchev, Alan K. Ho, Sergei V. Isakov, Sergio Boixo, Federico Ricci-Tersenghi, Hartmut Neven

* 28 pages, 18 figures 

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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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