De Marchi, Alberto - In: Computational Optimization and Applications 81 (2022) 2, pp. 369-395
This paper introduces QPDO, a primal-dual method for convex quadratic programs which builds upon and weaves together the proximal point algorithm and a damped semismooth Newton method. The outer proximal regularization yields a numerically stable method, and we interpret the proximal operator as...