Francesco Zamponi

21 papers Journal 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Functional bottlenecks can emerge from non-epistatic underlying traits. PLoS Comput. Biol. Anna Ottavia Schulte, Samar Alqatari, Saverio Rossi, Francesco Zamponi
2025	J	`jnl`	Demonstrating Real Advantage of Machine-Learning-Enhanced Monte Carlo for Combinatorial Optimization. CoRR Luca Maria Del Bono, Federico Ricci-Tersenghi, Francesco Zamponi
2025	J	`jnl`	Nearest-neighbors neural network architecture for efficient sampling of statistical physics models. Mach. Learn. Sci. Technol. Luca Maria Del Bono, Federico Ricci-Tersenghi, Francesco Zamponi
2025	J	`jnl`	On the performance of machine-learning-assisted Monte Carlo in sampling from simple statistical physics models. CoRR Luca Maria Del Bono, Federico Ricci-Tersenghi, Francesco Zamponi
2025	J	`jnl`	adabmDCA 2.0 - a flexible but easy-to-use package for Direct Coupling Analysis. CoRR Lorenzo Rosset, Roberto Netti, Anna Paola Muntoni, Martin Weigt, Francesco Zamponi
2024	J	`jnl`	Exact full-RSB SAT/UNSAT transition in infinitely wide two-layer neural networks. CoRR Brandon Livio Annesi, Enrico M. Malatesta, Francesco Zamponi
2024	J	`jnl`	Unlearning regularization for Boltzmann machines. Mach. Learn. Sci. Technol. Enrico Ventura, Simona Cocco, Rémi Monasson, Francesco Zamponi
2023	J	`jnl`	Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems. Mach. Learn. Sci. Technol. Simone Ciarella, Jeanne Trinquier, Martin Weigt, Francesco Zamponi
2021	—	`ch.`	Connections to Statistical Physics. Handbook of Satisfiability Fabrizio Altarelli, Rémi Monasson, Guilhem Semerjian, Francesco Zamponi
2021	J	`jnl`	adabmDCA: adaptive Boltzmann machine learning for biological sequences. BMC Bioinform. Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
2020	J	`jnl`	Sparse generative modeling of protein-sequence families. CoRR Pierre Barrat-Charlaix, Anna Paola Muntoni, Kai Shimagaki, Martin Weigt, Francesco Zamponi
2013	J	`jnl`	The effect of quantum fluctuations on the coloring of random graphs CoRR Victor Bapst, Guilhem Semerjian, Francesco Zamponi
2012	J	`jnl`	The Quantum Adiabatic Algorithm applied to random optimization problems: the quantum spin glass perspective CoRR Victor Bapst, Laura Foini, Florent Krzakala, Guilhem Semerjian, Francesco Zamponi
2010	J	`jnl`	Mean field theory of spin glasses. CoRR Francesco Zamponi
2009	—	`ch.`	Connections to Statistical Physics. Handbook of Satisfiability Fabrizio Altarelli, Rémi Monasson, Guilhem Semerjian, Francesco Zamponi
2009	J	`jnl`	First-order transitions and the performance of quantum algorithms in random optimization problems. CoRR Thomas Jörg, Florent Krzakala, Guilhem Semerjian, Francesco Zamponi
2008	J	`jnl`	A review of the Statistical Mechanics approach to Random Optimization Problems CoRR Fabrizio Altarelli, Rémi Monasson, Guilhem Semerjian, Francesco Zamponi
2007	J	`jnl`	Relationship between clustering and algorithmic phase transitions in the random k-XORSAT model and its NP-complete extensions CoRR Fabrizio Altarelli, Rémi Monasson, Francesco Zamponi
2006	J	`jnl`	Amorphous packings of hard spheres in large space dimension CoRR Giorgio Parisi, Francesco Zamponi
2006	J	`jnl`	Can rare SAT formulas be easily recognized? On the efficiency of message passing algorithms for K-SAT at large clause-to-variable ratios CoRR Fabrizio Altarelli, Rémi Monasson, Francesco Zamponi
2006	J	`jnl`	On the high density behavior of Hamming codes with fixed minimum distance CoRR Giorgio Parisi, Francesco Zamponi