Youssef Diouane

Associate Professor, Polytechnique Montréal

Joined

March 2024

Names

Youssef Diouane (Preferred)

Emails

****@polymtl.ca (Confirmed)

Personal Links

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Career & Education History

Associate Professor

Polytechnique Montréal (polymtl.ca)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Nonsmooth Exact Penalty Methods for Equality-Constrained Optimization: Complexity and Implementation
Youssef Diouane, Maxence Gollier, Dominique Orban
- SIAM Journal on Optimization
- Readers: Everyone
A Proximal Modified Quasi-Newton Method for Nonsmooth Regularized Optimization
Youssef Diouane, Mohamed L. Habiboullah, Dominique Orban
- SIAM Journal on Optimization
- Readers: Everyone
Transfer Learning in Bayesian Optimization for Aircraft Design
Ali Tfaily, Youssef Diouane, Nathalie Bartoli, Michael Kokkolaras
- CoRR 2026
- Readers: Everyone
Multi-fidelity approaches for general constrained Bayesian optimization with application to aircraft design
Oihan Cordelier, Youssef Diouane, Nathalie Bartoli, Eric Laurendeau
- CoRR 2026
- Readers: Everyone
A Spectral Preconditioner for the Conjugate Gradient Method with Iteration Budget
Youssef Diouane, Selime Gürol, Oussama Mouhtal, Dominique Orban
- CoRR 2026
- Readers: Everyone
Modeling hierarchical spaces: a review and unified framework for surrogate-based architecture design
Paul Saves, Edward Hallé-Hannan, Jasper Bussemaker, Youssef Diouane, Nathalie Bartoli
- Structural and Multidisciplinary Optimization
- Readers: Everyone
RegularizedOptimization.jl: A Julia framework for regularized and nonsmooth optimization
Maxence Gollier, Mohamed Laghdaf Habiboullah, Geoffroy Leconte, Robert Baraldi, Alberto De Marchi, Dominique Orban, Youssef Diouane
- Journal of Open Source Software
- Readers: Everyone
Transfer learning in surrogate modeling with emphasis on aircraft design
Ali Tfaily, Nathalie Bartoli, Youssef Diouane, Michael Kokkolaras
- Structural and Multidisciplinary Optimization
- Readers: Everyone
RegularizedOptimization.jl: A Julia framework for regularized and nonsmooth optimization
Maxence Gollier, Mohamed Laghdaf Habiboullah, Geoffroy Leconte, Robert J. Baraldi, Alberto De Marchi, Dominique Orban, Youssef Diouane
- J. Open Source Softw. 2026
- Readers: Everyone
Complexity of trust-region methods in the presence of unbounded Hessian approximations
Youssef Diouane, Mohamed Laghdaf Habiboullah, Dominique Orban
- Mathematical Programming
- Readers: Everyone

View all 75 publications

Co-Authors

View all 80 co-authors