11 citations · 18 across the 2 of their papers we have counts for
2 papers
math.OC2007★ 7 cited
Convex minimization problems with weak constraint qualifications
Christian Léonard
One revisits the standard saddle-point method based on conjugate duality for solving convex minimization problems. Our aim is to reduce or remove unnecessary topological restrictio…
math.PR2007★ 11 cited
A large deviation approach to optimal transport
Christian Léonard
A probabilistic method for solving the Monge-Kantorovich mass transport problem on is introduced. A system of empirical measures of independent particles is built in such a w…