Spectral Universality of Regularized Linear Regression with Nearly Deterministic Sensing Matrices

Rishabh Dudeja, Subhabrata Sen, Yue M. Lu

It has been observed that the performances of many high-dimensional estimation problems are universal with respect to underlying sensing (or design) matrices. Specifically, matrice…