4 papers · 1 filter
On sampling diluted Spin-Glasses with unbounded interactions
Charilaos Efthymiou, Kostas Zampetakis
Spin-glasses are natural Gibbs distributions that have been studied in Theoretical CS for many decades. Recently, they have been gaining attention from the community as they emerge…
The random -SAT Gibbs uniqueness threshold revisited
Arnab Chatterjee, Amin Coja-Oghlan, Catherine Greenhill +4
We prove that for any for clause/variable ratios up to the Gibbs uniqueness threshold of the corresponding Galton-Watson tree, the number of satisfying assignments of rand…
On sampling diluted Spin Glasses using Glauber dynamics
Charilaos Efthymiou, Kostas Zampetakis
Spin-glasses are Gibbs distributions that have been studied in CS for many decades. Recently, they have gained renewed attention as they emerge naturally in learning, inference, op…
Broadcasting with Random Matrices
Charilaos Efthymiou, Kostas Zampetakis
Motivated by the theory of spin-glasses in physics, we study the so-called reconstruction problem for the related distributions on the tree, and on the sparse random graph $G(n,d/n…