Flexible Modification of Gauss-Newton Method and Its Stochastic Extension

no code implementations • 1 Feb 2021 • Nikita Yudin, Alexander Gasnikov

This work presents a novel version of recently developed Gauss-Newton method for solving systems of nonlinear equations, based on upper bound of solution residual and quadratic regularization ideas.

Stochastic Optimization Optimization and Control