A probabilistic view on unbalanced optimal transport

septiembre 25, 2024 @ 1:00 pm - 2:30 pm
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Seminario de la Unidad Académica del IIMAS en el estado de Yucatán

Resumen

Optimal transport asks the question: what is the optimal way to transport a distribution of mass from one configuration to another. One of its variant, regularized optimal transport, is closely connected to large deviation principle and entropy minimization with respect to the law of  Brownian motion (a.k.a. the Schrödinger problem), a problem coming from physical considerations. In short: regularized optimal transport has a neat and fruitful probabilistic interpretation. I will explain what happens when we replace Brownian motion by branching Brownian motion (that is, when particles may also split or die at random instants): the optimal transport counterpart becomes regularized unbalanced optimal transport, enabling to match distributions of unequal mass. This is joint work with Aymeric Baradat.

Imparte

Dr. Hugo Lavenant

Universidad Bocconi, Milán, Italia

Zoom: https://cuaieed-unam.zoom.us/s/84494117060

Detalles

Fecha:
septiembre 25, 2024
Hora:
1:00 pm - 2:30 pm
Categoría del Evento:

Organizador

Unidad Academica del IIMAS en el estado de Yucatán

Lugar

Zoom