Linear quasi-shrinkage estimator for high-dimensional optimization with linear constraints

Naqi Huang, Nestor Parolya, Theresia van Essen

In large-scale data-driven optimization problems, parameters are often only known approximately due to noisy and small-sized samples. We consider optimization problems with linear…