Talk
Entropic measure and Wasserstein diffusion
- Karl-Theodor Sturm (University of Bonn)
Abstract
We construct a canonical reversible process $(\mu_t)_{t\ge0}$ on the $L^2$-Wasserstein space of probability measures P(R), regarded as an infinite dimensional Riemannian manifold. This process has an invariant measure $P^\beta$ which may be characterized as the 'uniform distribution' on P(R) with weight function $exp(-\beta Ent(.|m))/Z$ where m denotes a given finite measure on R.
One of the key results is the quasi-invariance of this measure $P^\beta$ under push forwards $\mu\mapsto h_*\mu$ by means of smooth diffeomorphisms h of R.