310 citations · 3.4k across the 75 of their papers we have counts for
4 papers · 2 filters
Fast relaxation of the random field Ising dynamics
Ahmed El Alaoui, Ronen Eldan, Reza Gheissari +1
We study the convergence properties of Glauber dynamics for the random field Ising model (RFIM) with ferromagnetic interactions on finite domains of , . Of p…
Sampling from Mean-Field Gibbs Measures via Diffusion Processes
Ahmed El Alaoui, Andrea Montanari, Mark Sellke
We consider Ising mixed -spin glasses at high-temperature and without external field, and study the problem of sampling from the Gibbs distribution in polynomial time. We de…
On the Atypical Solutions of the Symmetric Binary Perceptron
Damien Barbier, Ahmed El Alaoui, Florent Krzakala +1
We study the random binary symmetric perceptron problem, focusing on the behavior of rare high-margin solutions. While most solutions are isolated, we demonstrate that these rare s…
Shattering in Pure Spherical Spin Glasses
Ahmed El Alaoui, Andrea Montanari, Mark Sellke
We prove the existence of a shattered phase within the replica-symmetric phase of the pure spherical -spin models for sufficiently large. In this phase, we construct a decom…