CV

Academic Background

• PhD in Applied Mathematics – Methods and applications of mixed integer conic optimisation
  • Université Grenoble Alpes, Laboratoire Jean Kuntzmann (LJK) & Laboratoire d’Informatique de Grenoble (LIG)
  • Co-supervised by Jérôme Malick (LJK) and Mathieu Besançon (LIG)
  • Since 2023
• Master 2 ORCO (Operations Research, Combinatorics and Optimization)
  • Université Grenoble Alpes, IM²AG
  • 2023–2024
  • Internship: Mixed-Integer Conic Optimization for Combinatorial Problems (supervised by Mathieu Besançon, LIG)
• Master in Fundamental Mathematics – Research in Number Theory and Algebraic Geometry
  • Université Grenoble Alpes, Institut Fourier
  • 2021–2023
  • Internships:
    • Higher trace forms of separable algebras (supervised by Grégory Berhuy, M2)
    • Simple group of order 168 (supervised by Grégory Berhuy, M1)
• Magistère in Mathematics and Applications
  • Université Grenoble Alpes, Institut Fourier
  • 2020–2023
  • Research Internship: Algebras of finite representation type (supervised by Claire Amiot)

Articles

First-Order Methods for Wasserstein Distributionally Robust Constrained Optimization

Hubert Villuendas, Mathieu Besançon and Jérôme Malick. (2026). "First-Order Methods for Wasserstein Distributionally Robust Constrained Optimization." preprint arXiv:2607.11460.

Knapsack with compactness: a Semidefinite Approach

Hubert Villuendas, Mathieu Besançon and Jérôme Malick. (2025). "Knapsack with compactness: a semidefinite approach." preprint arXiv:2504.17543.

Talks

First-Order Methods for Distributionally Robust Mixed-Integer Optimization

February 26, 2026

Talk at ROADEF 2026, Tours, France

Knapsack with compactness: a semidefinite approach

July 02, 2025

Poster at European MIP Workshop, Clermont Ferrand, France

Compact Knapsack: a Semidefinite Approach

February 26, 2025

Talk at ROADEF 2025, Marne-la-vallée, France

Enseignement

Mathematics for Computer Science (TD)

Analyse (Cours et TD)

Probabilité et statistiques (Cours et TD)

Mathematics for Computer Science (TD)