A variable dimension sketching strategy for nonlinear least-squares

Stefania Bellavia, Greta Malaspina, Benedetta Morini

We present a stochastic inexact Gauss-Newton method for the solution of nonlinear least-squares. To reduce the computational cost with respect to the classical method, at each iter…