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ORCIDFederico Ricci-Tersenghi
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2020 – today
- 2024
[j10]Raffaele Marino
, Federico Ricci-Tersenghi:
Phase transitions in the mini-batch size for sparse and dense two-layer neural networks. Mach. Learn. Sci. Technol. 5(1): 15015 (2024)- 2023
- [j9]Maria Chiara Angelini, Federico Ricci-Tersenghi:
Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set. Nat. Mac. Intell. 5(1): 29-31 (2023) - [i34]Raffaele Marino, Federico Ricci-Tersenghi:
Phase transitions in the mini-batch size for sparse and dense neural networks. CoRR abs/2305.06435 (2023) - [i33]Maria Chiara Angelini, Angelo Giorgio Cavaliere, Raffaele Marino, Federico Ricci-Tersenghi:
Stochastic Gradient Descent-like relaxation is equivalent to Glauber dynamics in discrete optimization and inference problems. CoRR abs/2309.05337 (2023) - 2022
- [i32]Maria Chiara Angelini, Federico Ricci-Tersenghi:
A theory explaining the limits and performances of algorithms based on simulated annealing in solving sparse hard inference problems. CoRR abs/2206.04760 (2022) - [i31]Maria Chiara Angelini, Federico Ricci-Tersenghi:
Cracking nuts with a sledgehammer: when modern graph neural networks do worse than classical greedy algorithms. CoRR abs/2206.13211 (2022) - [i30]Alfredo Braunstein, Louise Budzynski, Stefano Crotti, Federico Ricci-Tersenghi:
The closest vector problem and the zero-temperature p-spin landscape for lossy compression. CoRR abs/2207.00504 (2022) - 2021
- [j8]Andrea Cavagna, Stefania Melillo, Leonardo Parisi, Federico Ricci-Tersenghi:
SpaRTA Tracking Across Occlusions via Partitioning of 3D Clouds of Points. IEEE Trans. Pattern Anal. Mach. Intell. 43(4): 1394-1403 (2021) - [i29]Massimo Bernaschi, Mauro Bisson, Massimiliano Fatica, Enzo Marinari, Victor Martin-Mayor, Giorgio Parisi, Federico Ricci-Tersenghi:
How we are leading a 3-XORSAT challenge: from the energy landscape to the algorithm and its efficient implementation on GPUs. CoRR abs/2102.09510 (2021) - [i28]Masoud Mohseni, Daniel Eppens, Johan Strümpfer, Raffaele Marino, Vasil S. Denchev, Alan K. Ho, Sergei V. Isakov, Sergio Boixo, Federico Ricci-Tersenghi, Hartmut Neven:
Nonequilibrium Monte Carlo for unfreezing variables in hard combinatorial optimization. CoRR abs/2111.13628 (2021) - 2020
- [j7]Maddalena Dilucca, Luca Leuzzi, Giorgio Parisi, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo:
Spin Glasses in a Field Show a Phase Transition Varying the Distance among Real Replicas (And How to Exploit It to Find the Critical Line in a Field). Entropy 22(2): 250 (2020)
2010 – 2019
- 2019
- [i27]Maria Chiara Angelini, Federico Ricci-Tersenghi:
Monte Carlo algorithms are very effective in finding the largest independent set in sparse random graphs. CoRR abs/1904.02231 (2019) - [i26]Giulio Biroli, Chiara Cammarota, Federico Ricci-Tersenghi:
How to iron out rough landscapes and get optimal performances: Replicated Gradient Descent and its application to tensor PCA. CoRR abs/1905.12294 (2019) - 2018
- [i25]Andrea Cavagna, Stefania Melillo, Leonardo Parisi, Federico Ricci-Tersenghi:
SpaRTA - Tracking across occlusions via global partitioning of 3D clouds of points. CoRR abs/1802.05878 (2018) - [i24]Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová:
Typology of phase transitions in Bayesian inference problems. CoRR abs/1806.11013 (2018) - [i23]Louise Budzynski, Federico Ricci-Tersenghi, Guilhem Semerjian:
Biased landscapes for random Constraint Satisfaction Problems. CoRR abs/1811.01680 (2018) - 2017
- [j6]Jack Raymond, Federico Ricci-Tersenghi:
Improving Variational Methods via Pairwise Linear Response Identities. J. Mach. Learn. Res. 18: 6:1-6:36 (2017) - [i22]Gabriele Perugini, Federico Ricci-Tersenghi:
An improved Belief Propagation algorithm finds many Bethe states in the random field Ising model on random graphs. CoRR abs/1710.05396 (2017) - 2016
- [i21]Adel Javanmard, Andrea Montanari, Federico Ricci-Tersenghi:
Performance of a community detection algorithm based on semidefinite programming. CoRR abs/1603.09045 (2016) - 2015
- [i20]Christophe Schülke, Federico Ricci-Tersenghi:
Multiple phases in modularity-based community detection. CoRR abs/1506.04506 (2015) - [i19]Raffaele Marino, Giorgio Parisi, Federico Ricci-Tersenghi:
The Backtracking Survey Propagation Algorithm for Solving Random K-SAT Problems. CoRR abs/1508.05117 (2015) - [i18]Adel Javanmard, Andrea Montanari, Federico Ricci-Tersenghi:
Phase Transitions in Semidefinite Relaxations. CoRR abs/1511.08769 (2015) - 2014
- [j5]Marco Baity-Jesi, Rachel A. Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes:
Janus II: A new generation application-driven computer for spin-system simulations. Comput. Phys. Commun. 185(2): 550-559 (2014) - [i17]Pierluigi Contucci, Emanuele Panizzi, Federico Ricci-Tersenghi, Alina Sîrbu:
A new dimension for democracy: egalitarianism in the rank aggregation problem. CoRR abs/1406.7642 (2014) - [i16]Paolo Barucca, Jacopo Rocchi, Enzo Marinari, Giorgio Parisi, Federico Ricci-Tersenghi:
Cross correlations of the American baby names. CoRR abs/1410.2771 (2014) - 2013
- [c6]Jack Raymond, Federico Ricci-Tersenghi:
Correcting beliefs in the mean-field and Bethe approximations using linear response. ICC Workshops 2013: 1429-1433 - [c5]Antonio Gordillo-Guerrero, Marco Baity-Jesi, Raquel Alvarez Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, David Iñiguez, Andrea Maiorano, Fabio Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Muñoz Sudupe, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes, Beatriz Seoane, Denis Navarro:
The Janus Project: Boosting Spin-Glass Simulations Using FPGAs. PDeS 2013: 227-232 - [i15]Federico Ricci-Tersenghi:
The solution to the challenge in "Time-Reversible Random Number Generators" by Wm. G. Hoover and Carol G. Hoover. CoRR abs/1305.1805 (2013) - [i14]Marco Baity-Jesi, Rachel A. Baños, Andres Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Muñoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes:
Janus II: a new generation application-driven computer for spin-system simulations. CoRR abs/1310.1032 (2013) - 2012
- [c4]Maria Chiara Angelini, Federico Ricci-Tersenghi, Yoshiyuki Kabashima:
Compressed sensing with sparse, structured matrices. Allerton Conference 2012: 808-814 - [c3]Marco Baity-Jesi, Rachel A. Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, Marco Guidetti, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Pedro Tellez, Raffaele Tripiccione, David Yllanes:
Spin Glass Simulations on the Janus Architecture: A Desperate Quest for Strong Scaling. Euro-Par Workshops 2012: 528-537 - [c2]Marco Baity-Jesi, Rachel A. Baños, Andres Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, Marco Guidetti, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes:
Janus2: an FPGA-based supercomputer for spin glass simulations. FutureHPC@ICS 2012: 2:1-2:11 - [i13]Marco Baity-Jesi, Rachel A. Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, Marco Guidetti, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Marcello Pivanti, Sergio Perez Gaviro, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Pedro Tellez, Raffaele Tripiccione, David Yllanes:
Reconfigurable computing for Monte Carlo simulations: results and prospects of the Janus project. CoRR abs/1204.4134 (2012) - [i12]Maria Chiara Angelini, Federico Ricci-Tersenghi, Yoshiyuki Kabashima:
Compressed sensing with sparse, structured matrices. CoRR abs/1207.2853 (2012) - 2011
- [j4]Dimitris Achlioptas, Amin Coja-Oghlan, Federico Ricci-Tersenghi:
On the solution-space geometry of random constraint satisfaction problems. Random Struct. Algorithms 38(3): 251-268 (2011) - [i11]Eduardo Dominguez, Alejandro Lage-Castellanos, Roberto Mulet, Federico Ricci-Tersenghi, Tommaso Rizzo:
Characterizing and Improving Generalized Belief Propagation Algorithms on the 2D Edwards-Anderson Model. CoRR abs/1110.1259 (2011)
2000 – 2009
- 2009
- [j3]Dimitris Achlioptas, Federico Ricci-Tersenghi:
Random Formulas Have Frozen Variables. SIAM J. Comput. 39(1): 260-280 (2009) - [i10]Federico Ricci-Tersenghi, Guilhem Semerjian:
On the cavity method for decimated random constraint satisfaction problems and the analysis of belief propagation guided decimation algorithms. CoRR abs/0904.3395 (2009) - 2008
- [i9]Andrea Montanari, Federico Ricci-Tersenghi, Guilhem Semerjian:
Clusters of solutions and replica symmetry breaking in random k-satisfiability. CoRR abs/0802.3627 (2008) - 2007
- [j2]Carlo Mannino, Gianpaolo Oriolo, Federico Ricci-Tersenghi, L. Sunil Chandran:
The stable set problem and the thinness of a graph. Oper. Res. Lett. 35(1): 1-9 (2007) - [j1]Florent Krzakala, Andrea Montanari, Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová:
Gibbs states and the set of solutions of random constraint satisfaction problems. Proc. Natl. Acad. Sci. USA 104(25): 10318-10323 (2007) - [i8]Andrea Montanari, Federico Ricci-Tersenghi, Guilhem Semerjian:
Solving Constraint Satisfaction Problems through Belief Propagation-guided decimation. CoRR abs/0709.1667 (2007) - 2006
- [c1]Dimitris Achlioptas, Federico Ricci-Tersenghi:
On the solution-space geometry of random constraint satisfaction problems. STOC 2006: 130-139 - [i7]Florent Krzakala, Andrea Montanari, Federico Ricci-Tersenghi, Guilhem Semerjian, Lenka Zdeborová:
Gibbs States and the Set of Solutions of Random Constraint Satisfaction Problems. CoRR abs/cond-mat/0612365 (2006) - [i6]Dimitris Achlioptas, Federico Ricci-Tersenghi:
On the Solution-Space Geometry of Random Constraint Satisfaction Problems. CoRR abs/cs/0611052 (2006) - 2003
- [i5]Andrea Montanari, Giorgio Parisi, Federico Ricci-Tersenghi:
Instability of one-step replica-symmetry-broken phase in satisfiability problems. CoRR cond-mat/0308147 (2003) - 2002
- [i4]Marc Mézard, Federico Ricci-Tersenghi, Riccardo Zecchina:
Alternative solutions to diluted p-spin models and XORSAT problems. CoRR cond-mat/0207140 (2002) - 2001
- [i3]S. Franz, Michele Leone, Federico Ricci-Tersenghi, Riccardo Zecchina:
Exact solutions for diluted spin glasses and optimization problems. CoRR cond-mat/0103328 (2001) - [i2]Wolfgang Barthel, Alexander K. Hartmann, Michele Leone, Federico Ricci-Tersenghi, Martin Weigt, Riccardo Zecchina:
Hiding solutions in random satisfiability problems: A statistical mechanics approach. CoRR cond-mat/0111153 (2001) - 2000
- [i1]Federico Ricci-Tersenghi, Martin Weigt, Riccardo Zecchina:
Simplest random K-satisfiability problem. CoRR cond-mat/0011181 (2000)
Coauthor Index
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