Software

Matlab package SIRTR_BC (Stochastic Trust Region with Inexact Restoration) for binary classification.

• S. Bellavia, B. Morini, S. Rebegoldi, "On the convergence properties of a stochastic trust-region method with inexact restoration", Axioms, 2022.

• S. Bellavia, N. Krejic, B. Morini, S. Rebegoldi, "A stochastic first-order trust-region method with inexact restoration for finite-sum minimization", COAP, 2022

SIRTR_BC has non-commercial purposes. We assume no responsibility for any errors that may exist in the provided routines. We welcome questions, comments, recommended changes and bug reports.

If you use these codes, the authors would appreciate your acknowledging having done so in the reports, publications, theses, etc., resulting from their use.