Oscar Smee

Primal-Dual Inexact Newton-MR for Nonconvex Optimization with Equality Constraints

Optimization problems with nonlinear equality constraints arise throughout science, engineering, and increasingly in machine learning. Prominent methods for solving such problems include sequential quadratic programming and, more broadly, primal-dual Newton methods. Classical analyses of these methods typically rely on...