2021 - 2022

Numerical Optimization at Université Grenoble Alpes - M1 MSIAM (EN).
Differentiation, convexity, gradient and algorithm and proximal variant, convergence rates, linear and quadratic Programming.
Labs at GitHub.

Advanced models and methods in Operations Research at Université Grenoble Alpes - M2 ORCO (EN).
6h intervention: MIP formulation, resolution by Branch & Bound, cutting planes.

Refresher in Matrix Analysis and Numerical Optimization at Université Grenoble Alpes - Master 2 MSIAM/MOSIG/Data Science (EN).
Reminder in Matrix analysis and optimization.

• Syllabus and exercises: document

• Practical sessions (python): GitHub

Statistiques pour la biologie at Université Grenoble Alpes - L2 BIO (FR).
Notions de statistique et probabilités, estimateurs, tests, etc.

2020 - 2021

Numerical Optimization at Université Grenoble Alpes - M1 MSIAM (EN).
Differentiation, convexity, gradient and algorithm and proximal variant, convergence rates, linear and quadratic Programming.
Labs at GitHub.

Advanced models and methods in Operations Research at Université Grenoble Alpes - M2 ORCO (EN).
6h intervention: MIP formulation, resolution by Branch & Bound, cutting planes.

Statistiques pour la biologie at Université Grenoble Alpes - L2 BIO (FR).
Notions de statistique et probabilités, estimateurs, tests, etc.

2019 - 2020

Advanced models and methods in Operations Research at Université Grenoble Alpes - M2 ORCO (EN).
6h intervention: MIP formulation, resolution by Branch & Bound, cutting planes.

Numerical Optimization at Université Grenoble Alpes - M1 MSIAM (EN).
Differentiation, convexity, gradient and algorithm and proximal variant, convergence rates, linear and quadratic Programming.
Labs at GitHub.

Statistiques pour la biologie at Université Grenoble Alpes - L2 BIO (FR).
Notions de statistique et probabilités, estimateurs, tests, etc.