Workshop on Spin Glasses

(September 25 – 30, 2022)

Mean-field disordered systems and Hamilton-Jacobi equation

by Jean-Christophe Mourrat (ENS Lyon) 

Learning sparse Boolean functions neural networks need a hierachical degree chain

by Emmanuel Abbé (EPFL)

Bayesian limits in structured PCA, and how to reach them

by Jean Barbier (ICTP Trieste)

Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks

by Bruno Loureiro (EPFL)

Integrality gaps for vertex covers on sparse Bernoulli hypergraphs

by Daniil Dmitriev (ETH Zurich)

Triviality of the Ising SK TAP energy up to the AT line

by Francesco Concetti (University of Basel)

Landscape complexity of the elastic manifold

by Benjamin McKenna (Harvard University)

Sampling from the SK measure via algorithmic stochastic localization

by Ahmed El Alaoui (Cornell University)