Geometric properties of disintegration of measures

In this paper we study the connection between disintegration of measures and some geometric properties of probability spaces. We prove a disintegration theorem, and then address disintegration from the perspective of an optimal transport problem. We look at the disintegration of transport plans, whi...

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Bibliographic Details
Main Authors: Possobon, Renata, Rodrigues, Christian S
Format: Journal Article
Language:English
Published: 09-02-2022
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Summary:In this paper we study the connection between disintegration of measures and some geometric properties of probability spaces. We prove a disintegration theorem, and then address disintegration from the perspective of an optimal transport problem. We look at the disintegration of transport plans, which are used to define and study disintegration maps. Using these objects we study the regularity and absolute continuity of disintegration of measures. In particular, we discuss the weak continuity of the disintegration map, we study some conditions for which one can obtain a path of conditional measures in the space of probability measures and we show a rigidity condition for the disintegration of measures to be given into absolutely continuous measures.
DOI:10.48550/arxiv.2202.04511