14 citations · 23 across the 4 of their papers we have counts for
3 papers · 1 filter
Stochastic Gradient Descent-like relaxation is equivalent to Metropolis dynamics in discrete optimization and inference problems
Maria Chiara Angelini, Angelo Giorgio Cavaliere, Raffaele Marino +1
Is Stochastic Gradient Descent (SGD) substantially different from Metropolis Monte Carlo dynamics? This is a fundamental question at the time of understanding the most used trainin…
Optimization of the dynamic transition in the continuous coloring problem
Angelo Giorgio Cavaliere, Thibault Lesieur, Federico Ricci-Tersenghi
Random constraint satisfaction problems can exhibit a phase where the number of constraints per variable makes the system solvable in theory on the one hand, but also makes the…
Disordered Ising model with correlated frustration
Angelo Giorgio Cavaliere, Andrea Pelissetto
We consider the Ising model on a cubic lattice with a gauge-invariant disorder distribution. Disorder depends on a parameter that plays the role of a chemical potenti…