Yassine Nabou

Yassine Nabou

Postdoctoral researcher

Publications

2026

Preprint
Dynamic Inverse Problems: Single-Loop Online Algorithms
Jyrki Jauhiainen, Y. Nabou, and Tuomo Valkonen
arXiv preprint, 2026
arXiv Code
Preprint
Dynamic Inverse Problems: Online Regularisation Theory
Jyrki Jauhiainen, Y. Nabou, and Tuomo Valkonen
arXiv preprint, 2026
arXiv Code

2025

JOTA
Monotone and Nonmonotone Linearized Block Coordinate Descent Methods for Nonsmooth Composite Optimization Problems
Y. Nabou, Lahcen El Bourkhisi, Sebastian U. Stich, and Tuomo Valkonen
Journal of Optimization Theory and Applications, 2026
Paper arXiv
Preprint
Nonmonotone Higher-Order Taylor Approximation Methods for Composite Problems
Y. Nabou
arXiv preprint, 2025
arXiv

2024

Preprint
Regularized Higher-Order Taylor Approximation Methods for Composite Nonlinear Least-Squares
Y. Nabou and Ion Necoara
arXiv preprint, 2025
arXiv
SIAM J. Optim.
Moving Higher-Order Taylor Approximation Methods for Smooth Constrained Minimization Problems
Y. Nabou and Ion Necoara
SIAM Journal on Optimization, 2026
Paper arXiv
Optim. Lett.
Proximal Gradient Methods with Inexact Oracle of Degree q for Composite Optimization
Y. Nabou, François Glineur, and Ion Necoara
Optimization Letters, 2024
Paper arXiv
COAP
Efficiency of Higher-Order Algorithms for Minimizing Composite Functions
Y. Nabou and Ion Necoara
Computational Optimization and Applications, 2024
Paper arXiv
ECC
Modified Projected Gauss–Newton Method for Constrained Nonlinear Least-Squares: Application to Power Flow Analysis
Y. Nabou, Lucian Toma, and Ion Necoara
European Control Conference (ECC), 2023
Paper arXiv
You can also find my complete publication list on Google Scholar.