Convex Optimization
Fondements théoriques de la convexité et algorithmes : ensembles et fonctions convexes, conditions KKT, dualité de Lagrange et Fenchel, méthodes de gradient, proximales et de points intérieurs.
Theoretical foundations of convexity and the most important optimization algorithms: convex sets and functions, KKT conditions, Lagrange and Fenchel duality, gradient, proximal, and interior-point methods.