Inexact Newton-type Methods for Optimisation with Nonnegativity Constraints

Oscar Smee, Fred Roosta

We consider solving large scale nonconvex optimisation problems with nonnegativity constraints. Such problems arise frequently in machine learning, such as nonnegative least-square…