2 citations · 2 across the 2 of their papers we have counts for
4 papers
Monotone and nonmonotone linearized block coordinate descent methods for nonsmooth composite optimization problems
Yassine Nabou, Lahcen El Bourkhissi, Sebastian U. Stich +1
In this paper, we introduce both monotone and nonmonotone variants of LiBCoD, a \textbf{Li}nearized \textbf{B}lock \textbf{Co}ordinate \textbf{D}escent method for solving composite…
Modified projected Gauss-Newton method for constrained nonlinear least-squares: application to power flow analysis
Yassine Nabou, Lucian Toma, Ion Necoara
In this paper, we consider a modified projected Gauss-Newton method for solving constrained nonlinear least-squares problems. We assume that the functional constraints are smooth a…
Regularized higher-order Taylor approximation methods for nonlinear least-squares
Yassine Nabou, Ion Necoara
In this paper, we develop a regularized higher-order Taylor based method for solving composite (e.g., nonlinear least-squares) problems. At each iteration, we replace each smooth c…
Nonmonotone higher-order Taylor approximation methods for composite problems
Yassine Nabou
We study composite optimization problems in which the smooth part of the objective function is \( p \)-times continuously differentiable, where \( p \geq 1 \) is an integer. Higher…