Francesco Zamponi

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 3

Top Topics

Markovian Decision

Biological Sequences

Computationally Hard Problems

Top Venues

Mach. Learn. Sci. Technol.

Publications

Simone Ciarella, Jeanne Trinquier, Martin Weigt, Francesco Zamponi
Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems. Mach. Learn. Sci. Technol. 4 (1) (2023)
Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi
adabmDCA: adaptive Boltzmann machine learning for biological sequences. BMC Bioinform. 22 (3) (2021)
Pierre Barrat-Charlaix, Anna Paola Muntoni, Kai Shimagaki, Martin Weigt, Francesco Zamponi
Sparse generative modeling of protein-sequence families. CoRR (2020)
Victor Bapst, Guilhem Semerjian, Francesco Zamponi
The effect of quantum fluctuations on the coloring of random graphs CoRR (2013)
Victor Bapst, Laura Foini, Florent Krzakala, Guilhem Semerjian, Francesco Zamponi
The Quantum Adiabatic Algorithm applied to random optimization problems: the quantum spin glass perspective CoRR (2012)
Francesco Zamponi
Mean field theory of spin glasses. CoRR (2010)
Thomas Jörg, Florent Krzakala, Guilhem Semerjian, Francesco Zamponi
First-order transitions and the performance of quantum algorithms in random optimization problems. CoRR (2009)
Fabrizio Altarelli, Rémi Monasson, Guilhem Semerjian, Francesco Zamponi
A review of the Statistical Mechanics approach to Random Optimization Problems CoRR (2008)
Fabrizio Altarelli, Rémi Monasson, Francesco Zamponi
Relationship between clustering and algorithmic phase transitions in the random k-XORSAT model and its NP-complete extensions CoRR (2007)
Giorgio Parisi, Francesco Zamponi
On the high density behavior of Hamming codes with fixed minimum distance CoRR (2006)
Giorgio Parisi, Francesco Zamponi
Amorphous packings of hard spheres in large space dimension CoRR (2006)
Fabrizio Altarelli, Rémi Monasson, Francesco Zamponi
Can rare SAT formulas be easily recognized? On the efficiency of message passing algorithms for K-SAT at large clause-to-variable ratios CoRR (2006)