Talk
Wasserstein Geometry, the Otto Metric, and Divergences
- Lorenz Schwachhöfer (TU Dortmund)
Abstract
How do we measure the distance between two probability distributions? While classical approaches often treat distributions as static functions, the theory of Optimal Transport offers a dynamic perspective: the distance reflects the minimal effort required to rearrange one distribution into another. This geometric viewpoint transforms the space of probability measures into an infinite-dimensional Riemannian manifold - an idea formalized by the Otto calculus. In this talk, we will explore the rich geometry of this "Wasserstein space" and relate it to other classical notions of Information Geometry.