Marie-José Huguet

Work in progress

Hugo Barral (October 2024 - 09/2027)
- Subject : integration of machine learning methods to speed up tree search methods for combinatorial problem solving
- Supervisors : Marie-José Huguet, Quentin Cappart (Polytechnique Montréal) and Sylvie Thiébaux (ANITI, LAAS-CNRS)
- Funded by CNRS (international PhD thesis)
- Publications:
Théo Le Brun (October 2023 - 09/2026)
- Subject: Optimisation de la gestion de commandes en ligne et enjeux environnementaux / green order orchestration for e-commerce delivery
- Supervisors: Sandra U. Ngueveu (LAAS-CNRS, ROC), Marie-José Huguet
- Industrial partner (PhD funding CIFRE): One Stock
- Publications: HAL
Liantsoa Onditi-Randriambololona (April 2023 - 03/2026)
- Subject: Modélisation multi-physique et apprentissage automatique en ingénierie de procédés
- Supervisors: Arnaud Cockx (TBI), Marie-José Huguet
- Collaboration with Philippe Schmidt (TBI)
- Industrial partner (PhD funding = CIFRE): Adisseo
- Publications:
Yannick Bernard-Lapeyre (January 2024 - 12/2026)
- Subject : optimization workflow for directed evolution of synthetic cells
- Supervisors : Christophe Danelon (TBI) and Marie-José Huguet
- Funded by INSA (interdisciplinary project)
- Publications :

Collaboration during the PhD of Loïc Robert (April 2023 - 03/2026)
- Subject: Méthodes d'IA pour l'évaluation de la sécurité de systèmes informatiques
- Supervisors: Vincent Nicomette (LAAS-CNRS, TSF), Emmanuel Hébrard (LAAS-CNRS, ROC)
- Collaboration : Marie-José Huguet
- Industrial partner (PhD funding = CIFRE) : Airbus
- Publications:

Students having defended their PhD thesis

Julien Ferry (October 2020 - October 2023 )
- Subject: Machine Learning and Combinatorial Optimization: interpretability, fairness and privacy
- Supervisors: Mohamed Siala, Marie-José Huguet and Sébastien Gambs (UQAM, Québec, Canada)
- Funded by French Minister for Higher Education and Research
- Publications: HAL
Hao Hu (October 2019 - December 2022)
- Subject: Explainable and Robust Machine Learning via Boolean Satisfiabilty and Constraint Programming
- Supervisors: Mohamed Siala and Marie-José Huguet
- Funded by French Ministery for Higher Education and Research
- Publications: HAL
Valentin Antuori (March 2019 - July 2022)
- Subject: Hybridation de méthodes d'optimisation combinatoire et d'apprentissage automatique
- Supervisors: Emmanuel Hébrard and Marie-José Huguet
- Industrial partner (PhD funding = CIFRE) : Renault
- Publications: HAL
Mikael Capelle (June 2015 - September 2018)
- Subject: Optimisation pour les systèmes satellitaires d'observation de la Terre avec communications optiques
- Supervisors: Marie-José Huguet and Nicolas Jozefowiez
- Industrial partner (PhD funding = CIFRE) : TAS
- Publications: HAL
Ulrich M. Aïvodji (October 2014 - Juanuary 2018)
- Subject: Privacy-Preserving algorithms for Dynamic Carpooling
- Supervisors: : Marc-Olivier Killijian and Marie-José Huguet
- Funded by French Ministery for Higher Education and Research
- Publications: HAL
Grégoire Scano (March 2013 - September 2016)
- Subject: Algorithms for alternative itineraries and for synchronized itineraries in multimodal transportation networks
- Supervisors: Marie-José Huguet and Sandra U. Ngueveu
- Industrial partner (PhD funding = CIFRE): MobiGIS
- Publications: HAL
Nadia Chaabane-Fakhfakh (October 2012 - January 2016)
- Subject: Nash Equilibria for Multi-Agent Network Flow Problems (in French)
- Supervisors: Cyril Briand and Marie-José Huguet
- Funded by the French Ministery for Higher Education and Research
- Publications: HAL
Wafa Karoui (2010)
- Subject: Discrepancy Methods for Constraint Satisfaction and Combinatorial Optimization Problems (in French)
- Supervisors: Pierre Lopez, Marie-José Huguet, Mohamed Haouari
- Publications: HAL
Fallou Gueye (2010)
- Subject: Bi-Objective Multi-Modal, Time-Dependent Shortest Path Algorithms
- Supervisors: Christian Artigues, Marie-José Huguet
- Industrial partner (PhD funding = CIFRE): MOBIGIS
- Publications: HAL
Frédérique Baniel (2009)
- Subject: Stability in vehicle routing problems (in French)
- Supervisors: Thierry Vidal and Marie-José Huguet
- Funded by the French Ministery for Higher Education and Research
Abir Ben H'mida (2009)
- Subject: Discrepancy Methods for Flexible Scheduling Problems (in French)
- Supervisors: Pierre Lopez, Marie-José Huguet, Mohamed Haouari
- Publications: HAL

Contribution

Mohamed Siala (December 2012 - May 2015)
- Subject: Search, propagation, and learning in sequencing and scheduling problems
- Supervisors: Emmanuel Hébrard and Christian Artigues
- Funded by Google-CNRS project/Région
- Publications: HAL
Ludivine Boche-Sauvan (January 2013 - August 2016)
- Subject: Planification Methods for Test Sequencing in Telecommunication Satellites.
- Supervisors: Marie-José Huguet and Emmanuel Hébrard
- Industrial partner (PhD funding = CIFRE): ASTRIUM
- Publications: HAL ici