Constrained Empirical Risk Minimization: Theory and Practice

Eric Marcus, Ray Sheombarsing, Jan-Jakob Sonke +1

Deep Neural Networks (DNNs) are widely used for their ability to effectively approximate large classes of functions. This flexibility, however, makes the strict enforcement of cons…