Spectral phase transitions in Gaussian multi-index models

Florent Krzakala, Pierre Mergny, Vanessa Piccolo

Recovering a low-dimensional latent subspace from nonlinear observations of Gaussian covariates in high dimensions is a fundamental problem in feature learning. Here, we consider G…