KI Seminar (online)

This talk focuses on the central role played by optimal transport theory in the study of incomplete econometric models. Incomplete …

This talk will present the framework of weak optimal transport which allows to incorporate more general penalizations on elementary …

Stein’s method is a set of techniques for bounding distances between probability measures via integration-by-parts formulas. It …

Generative models such as Generative Adversarial Nets (GANs), Variational Autoencoders and Normalizing Flows have been very successful …

The theory of optimal transport (OT) gives rise to distance measures between probability distributions that take the geometry of the …

Entropic optimal transport has received a lot of attention in recent years and has become a popular framework for computational optimal …

The theory of large deviations provides with a way to compute asymptotically the probability that an interacting particle system moves …

Consider the problem of finding the optimal coupling (or matching) between two i.i.d. samples from respective two densities on …