Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing

Yihan Zhang, Hong Chang Ji, Ramji Venkataramanan +1

We consider the problem of parameter estimation in a high-dimensional generalized linear model. Spectral methods obtained via the principal eigenvector of a suitable data-dependent…