Location

The workshop will be hosted at the MAP5, Université Paris-Cité, 7th floor.

Map of 7th floor

Programme

12 mars Salle Vieussens B (7e étage)

10:00-10:40 Cyril Letrouit (Paris-Saclay) Quantitative stability of optimal transport maps

10:40-11:20 Christophe Vauthier (Paris Saclay) Critical points of sliced-Wasserstein distances

11:20-12:00 Amaury Belières-Frendo (Univ. Strasbourg) Symplectic neural networks for shape optimization

12:00-14:00 déjeuner, discussions

14:00-14:40 Erell Gachon (Bordeaux) Scalable and consistent embedding of probability measures into Hilbert spaces via measure quantization

14:40-15:20 Anatole Gallouët (Lyon) Variables de contrôle pour le transport optimal sliced

15:20-15:40 (pause)

15:40-16:20 Domenec Ruiz i Balet (Dauphine) Normalizing flows and deep neural networks

16:20-17:00 Alessio Spagnoletti (Paris Cité) Latent Consistency Inverse Solvers with Prompt Optimization

13 mars Salle du Conseil (7e étage)

9:30-10:00 Organisation du projet : discussion

10:00-10:40 Bruno Després (Sorbonne Université) A functional framework for nonsmooth autodiff with max-pooling functions

10:40-11:20 Julien Hermant (Bordeaux) Algorithme inertiel de Nesterov et accélération

11:20-12:00 Léo Portales (Toulouse) On the sample complexity of optimal transport barycenter with sparse support

12:00-14:00 déjeuner, discussions

14:00-14:40 Annette Dumas (Dauphine) Algorithms for nonconvex optimization on measure spaces

14:40-15:20 Camille Buonomo (Lyon) Représentations implicites neuronales pour les déformations géométriques

15:20-15:40 (pause)

15:40-16:20 Katharina Eichinger (Paris Saclay) A coupling approach to Lipschitz transport maps

16:20-17:00 Nizar Benbouchta (Paris Cité) KeOps: Kernel Operations on the GPU, with autodiff, without memory overflows