Concentration inequalities for semidefinite least squares based on data

Filippo Fabiani, Andrea Simonetto

We study data-driven least squares (LS) problems with semidefinite (SD) constraints and derive finite-sample guarantees on the spectrum of their optimal solutions when these constr…