Asymptotics of Non-Convex Generalized Linear Models in High-Dimensions: A proof of the replica formula

Matteo Vilucchio, Yatin Dandi, Matéo Pirio Rossignol +2

The analytic characterization of the high-dimensional behavior of optimization for Generalized Linear Models (GLMs) with Gaussian data has been a central focus in statistics and pr…