The backtracking survey propagation algorithm for solving random K-SAT problems R Marino, G Parisi, F Ricci-Tersenghi Nature Communications 7, 12996, 2016 | 66 | 2016 |
Entropy production of a Brownian ellipsoid in the overdamped limit R Marino, R Eichhorn, E Aurell Phys. Rev. E 93, 012132, 2016 | 23 | 2016 |
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 | 18 | 2016 |
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 | 15 | 2021 |
Learning from Survey Propagation: a Neural Network for MAX-E-3-SAT R Marino Mach. Learn.: Sci. Technol., 19, 2021 | 13 | 2021 |
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 | 12 | 2023 |
Advective-diffusive motion on large scales from small-scale dynamics with an internal symmetry R Marino, E Aurell Phys. Rev. E 93, 062147, 2016 | 12 | 2016 |
Hard optimization problems have soft edges R Marino, S Kirkpatrick Scientific Report 13, 2023 | 10 | 2023 |
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 | 9 | 2021 |
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 (015015), 15, 2024 | 8* | 2024 |
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 | 8 | 2023 |
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 |
Revisiting the challenges of maxclique R Marino, S Kirkpatrick arXiv preprint arXiv:1807.09091, 2018 | 5 | 2018 |
Complex Recurrent Spectral Network L Chicchi, L Giambagli, L Buffoni, R Marino, D Fanelli Chaos, Solitons & Fractals 184 (114998), 1-8, 2024 | 4 | 2024 |
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 | 4 | 2024 |
Stochastic gradient descent-like relaxation is equivalent to glauber dynamics in discrete optimization and inference problems MC Angelini, AG Cavaliere, R Marino, F Ricci-Tersenghi Scientific Reports 14 (11638), 2024 | 4 | 2024 |
Stable Attractors for Neural networks classification via Ordinary Differential Equations (SA-nODE) R Marino, L Giambagli, L Chicchi, L Buffoni, D Fanelli arXiv:2311.10387, 2023 | 3* | 2023 |
Dynamics and Thermodynamics of Translational and Rotational Diffusion Processes Driven out of Equilibrium R Marino KTH, School of Computer Science and Communication (CSC)., 2017 | 3 | 2017 |
Where do hard problems really exist? R Marino arXiv:2309.16253, 2023 | 2 | 2023 |
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 | 1 | 2024 |