Local geometry of high-dimensional mixture models: Effective spectral theory and dynamical transitions

Gerard Ben Arous, Reza Gheissari, Jiaoyang Huang +1

We study the local geometry of empirical risks in high dimensions via the spectral theory of their Hessian and information matrices. We focus on settings where the data, $(Y_\ell)_…