SC-Reg: Training Overparameterized Neural Networks under Self-Concordant Regularization. - Adeyemi D. Adeoye; Alberto Bemporad (CoRR, 2021)

Self-concordant Smoothing for Convex Composite Optimization. - Adeyemi D. Adeoye; Alberto Bemporad (CoRR, 2023)

SCORE: approximating curvature information under self-concordant regularization. - Adeyemi D. Adeoye; Alberto Bemporad (Comput. Optim. Appl., 2023)

Regularized Gauss-Newton for Optimizing Overparameterized Neural Networks. - Adeyemi D. Adeoye; Philipp Christian Petersen; Alberto Bemporad (CoRR, 2024)

Exact Gauss-Newton Optimization for Training Deep Neural Networks. - Mikalai Korbit; Adeyemi D. Adeoye; Alberto Bemporad; Mario Zanon (CoRR, 2024)

An Inexact Sequential Quadratic Programming Method for Learning and Control of Recurrent Neural Networks. - Adeyemi D. Adeoye; Alberto Bemporad (IEEE Trans. Neural Networks Learn. Syst., 2025)