Adeyemi D. Adeoye

According to our database, Adeyemi D. Adeoye authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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., February, 2025

Exact Gauss-Newton optimization for training deep neural networks.

Mikalai Korbit, Adeyemi D. Adeoye, Alberto Bemporad, Mario Zanon

Neurocomputing, 2025

2024

Regularized Gauss-Newton for Optimizing Overparameterized Neural Networks.

Adeyemi D. Adeoye, Philipp Christian Petersen, Alberto Bemporad

CoRR, 2024

2023

SCORE: approximating curvature information under self-concordant regularization.

Adeyemi D. Adeoye, Alberto Bemporad

Comput. Optim. Appl., November, 2023

Self-concordant Smoothing for Convex Composite Optimization.

Adeyemi D. Adeoye, Alberto Bemporad

CoRR, 2023

2021

SC-Reg: Training Overparameterized Neural Networks under Self-Concordant Regularization.

Adeyemi D. Adeoye, Alberto Bemporad

CoRR, 2021