Youssef Diouane

According to our database, Youssef Diouane authored at least 31 papers between 2014 and 2024.

Collaborative distances:

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

2024

Inexact direct-search methods for bilevel optimization problems.

Youssef Diouane, Vyacheslav Kungurtsev, Francesco Rinaldi, Damiano Zeffiro

Comput. Optim. Appl., June, 2024

SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes.

Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins

Adv. Eng. Softw., February, 2024

Impact of correlated observation errors on the conditioning of variational data assimilation problems.

Olivier Goux, Selime Gürol, Anthony T. Weaver, Youssef Diouane, Oliver Guillet

Numer. Linear Algebra Appl., January, 2024

An Efficient Scaled spectral preconditioner for sequences of symmetric positive definite linear systems.

Youssef Diouane, Selime Gürol, Oussama Mouhtal, Dominique Orban

CoRR, 2024

A Proximal Modified Quasi-Newton Method for Nonsmooth Regularized Optimization.

Youssef Diouane, Mohamed Laghdaf Habiboullah, Dominique Orban

CoRR, 2024

A Stochastic Iteratively Regularized Gauss-Newton Method.

El Houcine Bergou, Neil K. Chada, Youssef Diouane

CoRR, 2024

A graph-structured distance for heterogeneous datasets with meta variables.

Edward Hallé-Hannan, Charles Audet, Youssef Diouane, Sébastien Le Digabel, Paul Saves

CoRR, 2024

A general error analysis for randomized low-rank approximation with application to data assimilation.

Alexandre Scotto Di Perrotolo, Youssef Diouane, Selime Gürol, Xavier Vasseur

CoRR, 2024

2023

TREGO: a trust-region framework for efficient global optimization.

Youssef Diouane, Victor Picheny, Rodolphe Le Riche, Alexandre Scotto Di Perrotolo

J. Glob. Optim., May, 2023

A mixed-categorical correlation kernel for Gaussian process.

Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier

Neurocomputing, 2023

High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft.

Paul Saves, Youssef Diouane, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier

CoRR, 2023

2022

A Subsampling Line-Search Method with Second-Order Results.

El Houcine Bergou, Youssef Diouane, Vladimir Kunc, Vyacheslav Kungurtsev, Clément W. Royer

INFORMS J. Optim., October, 2022

A Stochastic Levenberg-Marquardt Method Using Random Models with Complexity Results.

El Houcine Bergou, Youssef Diouane, Vyacheslav Kungurtsev, Clément W. Royer

SIAM/ASA J. Uncertain. Quantification, 2022

Impact of correlated observation errors on the convergence of the conjugate gradient algorithm in variational data assimilation.

Olivier Goux, Selime Gürol, Anthony T. Weaver, Oliver Guillet, Youssef Diouane

CoRR, 2022

An outer approximation bi-level framework for mixed categorical structural optimization problems.

Pierre-Jean Barjhoux, Youssef Diouane, Stéphane Grihon, Joseph Morlier

CoRR, 2022

A general error analysis for randomized low-rank approximation methods.

Youssef Diouane, Selime Gürol, Alexandre Scotto Di Perrotolo, Xavier Vasseur

CoRR, 2022

A Globally Convergent Evolutionary Strategy for Stochastic Constrained Optimization with Applications to Reinforcement Learning.

Youssef Diouane, Aurélien Lucchi, Vihang Prakash Patil

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

A Nonmonotone Matrix-Free Algorithm for Nonlinear Equality-Constrained Least-Squares Problems.

El Houcine Bergou, Youssef Diouane, Vyacheslav Kungurtsev, Clément W. Royer

SIAM J. Sci. Comput., 2021

Complexity iteration analysis for strongly convex multi-objective optimization using a Newton path-following procedure.

El Houcine Bergou, Youssef Diouane, Vyacheslav Kungurtsev

Optim. Lett., 2021

Worst-Case Complexity Bounds of Directional Direct-Search Methods for Multiobjective Optimization.

Ana Luísa Custódio, Youssef Diouane, Rohollah Garmanjani, Elisa Riccietti

J. Optim. Theory Appl., 2021

A merit function approach for evolution strategies.

Youssef Diouane

EURO J. Comput. Optim., 2021

Direct-Search for a Class of Stochastic Min-Max Problems.

Sotirios-Konstantinos Anagnostidis, Aurélien Lucchi, Youssef Diouane

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Convergence and Complexity Analysis of a Levenberg-Marquardt Algorithm for Inverse Problems.

El Houcine Bergou, Youssef Diouane, Vyacheslav Kungurtsev

J. Optim. Theory Appl., 2020

A Nonmonotone Matrix-Free Algorithm for Nonlinear Equality-Constrained Inverse Problems.

El Houcine Bergou, Youssef Diouane, Vyacheslav Kungurtsev, Clément W. Royer

CoRR, 2020

An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design.

Rémy Priem, Hugo Gagnon, Ian Chittick, Stephane Dufresne, Youssef Diouane, Nathalie Bartoli

CoRR, 2020

Upper Trust Bound Feasibility Criterion for Mixed Constrained Bayesian Optimization with Application to Aircraft Design.

Rémy Priem, Nathalie Bartoli, Youssef Diouane, Alessandro Sgueglia

CoRR, 2020

2018

A Line-Search Algorithm Inspired by the Adaptive Cubic Regularization Framework and Complexity Analysis.

El Houcine Bergou, Youssef Diouane, Serge Gratton

J. Optim. Theory Appl., 2018

2017

On the use of the energy norm in trust-region and adaptive cubic regularization subproblems.

El Houcine Bergou, Youssef Diouane, Serge Gratton

Comput. Optim. Appl., 2017

2015

Globally convergent evolution strategies.

Youssef Diouane, Serge Gratton, Luís Nunes Vicente

Math. Program., 2015

Globally convergent evolution strategies for constrained optimization.

Youssef Diouane, Serge Gratton, Luís Nunes Vicente

Comput. Optim. Appl., 2015

2014

Des stratégies évolutionnaires globalement convergentes avec une application en imagerie sismique pour la géophysique. (Globally convergent evolution strategies with application to Earth imaging problem in geophysics).

Youssef Diouane

PhD thesis, 2014