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Raffaele Marino
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Cited by
Year
The backtracking survey propagation algorithm for solving random K-SAT problems
R Marino, G Parisi, F Ricci-Tersenghi
Nature Communications 7, 12996, 2016
682016
Entropy production of a Brownian ellipsoid in the overdamped limit
R Marino, R Eichhorn, E Aurell
Phys. Rev. E 93, 012132, 2016
252016
Nonequilibrium Monte Carlo for unfreezing variables in hard combinatorial optimization
M Mohseni, D Eppens, J Strumpfer, R Marino, V Denchev, AK Ho, ...
arXiv preprint arXiv:2111.13628, 2021
232021
Diffusion of a Brownian ellipsoid in a force field
E Aurell, S Bo, M Dias, R Eichhorn, R Marino
EPL (Europhysics Letters) 114 (3), 30005, 2016
182016
Solving non-linear Kolmogorov equations in large dimensions by using deep learning: a numerical comparison of discretization schemes
R Marino, N Macris
Journal of Scientific Computing, 28, 2023
162023
Learning from Survey Propagation: a Neural Network for MAX-E-3-SAT
R Marino
Mach. Learn.: Sci. Technol., 19, 2021
162021
Ergodic observables in non-ergodic systems: the example of the harmonic chain
M Baldovin, R Marino, A Vulpiani
Physica A: Statistical Mechanics and its Applications, 129273, 2023
132023
Hard optimization problems have soft edges
R Marino, S Kirkpatrick
Scientific Report 13, 2023
132023
Advective-diffusive motion on large scales from small-scale dynamics with an internal symmetry
R Marino, E Aurell
Phys. Rev. E 93, 062147, 2016
132016
Phase transitions in the mini-batch size for sparse and dense two-layer neural networks
R Marino, F Ricci-Tersenghi
Machine Learning: Science and Technology 5 (1), 015015, 2024
102024
Criticality and conformality in the random dimer model
S Caracciolo, R Fabbricatore, M Gherardi, R Marino, G Parisi, G Sicuro
Physical Review E 103, 2021
102021
Large independent sets on random -regular graphs with fixed degree
R Marino, S Kirkpatrick
Computation-Special Issue Solstice 2023—International Conference on …, 2023
8*2023
Stochastic Gradient Descent-like relaxation is equivalent to Metropolis dynamics in discrete optimization and inference problems
MC Angelini, AG Cavaliere, R Marino, F Ricci-Tersenghi
Scientific Reports 14 (1), 11638, 2024
7*2024
Complex Recurrent Spectral Network
L Chicchi, L Giambagli, L Buffoni, R Marino, D Fanelli
Chaos, Solitons & Fractals 184 (114998), 1-8, 2024
62024
Fast Analysis of the OpenAI O1-Preview Model in Solving Random K-SAT Problem: Does the LLM Solve the Problem Itself or Call an External SAT Solver?
R Marino
arXiv preprint arXiv:2409.11232, 2024
52024
Daydreaming Hopfield Networks and their surprising effectiveness on correlated data
L Serricchio, D Bocchi, C Chilin, R Marino, M Negri, C Cammarota, ...
arXiv:2405.08777, 2024
52024
Stable Attractors for Neural networks classification via Ordinary Differential Equations (SA-nODE)
R Marino, L Giambagli, L Chicchi, L Buffoni, D Fanelli
Machine Learning : Science and Technology 5 (035087), 2024
5*2024
Phase transitions in the mini-batch size for sparse and dense neural networks
R Marino, F Ricci-Tersenghi
arXiv e-prints, arXiv: 2305.06435, 2023
52023
Revisiting the challenges of maxclique
R Marino, S Kirkpatrick
arXiv preprint arXiv:1807.09091, 2018
52018
A Short Review on Novel Approaches for Maximum Clique Problem: from Classical algorithms to Graph Neural Networks and Quantum algorithms
R Marino, L Buffoni, B Zavalnij
arXiv:2403.09742, 2024
42024
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Articles 1–20