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The matching problem: connections to the Gaussian free field via large-scale linearization of the Monge-Ampere equation

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Authors : Otto, Felix (Author of the conference)
CIRM (Publisher )

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Abstract : The optimal transport between a random atomic measure described by the Poisson point process and the Lebesgue measure in d-dimensional space has received attention in diverse communities. Heuristics suggest that on large scales, the displacement potential, which is a solution of the highly nonlinear Monge-Ampere equation with a rough right hand side, behaves like the solution of its linearization, the Poisson equation driven by white noise. Most interesting is the case of dimension d=2, when the displacement inherits the logarithmic divergence of the Gaussian free field. For a large torus, this has been made rigorous on the macroscopic level (i.e. on the size of the torus) by recent work of Ambrosio.et.al.
We show that this is also true on the microscopic level (i.e. on the scale of the point process). The argument relies on a new and purely variational approach to the (Schauder) regularity theory for the Monge-Ampere equation, which allows for a rough right hand side, and which amounts to a quantitative linearization on all (intermediate) scales. This deterministic approach allows to feed in the existing stochastic estimates. This is joint work with M.Goldman and M.Huesmann.

Keywords : optimal transportation; matching

MSC Codes :
60G55 - Point processes
35J96 - Elliptic Monge-Ampère equations

    Information on the Video

    Film maker : Recanzone, Luca
    Language : English
    Available date : 04/11/2019
    Conference Date : 15/10/2019
    Subseries : Research talks
    arXiv category : Analysis of PDEs ; Probability
    Mathematical Area(s) : PDE ; Probability & Statistics
    Format : MP4 (.mp4) - HD
    Video Time : 00:58:31
    Targeted Audience : Researchers
    Download : https://videos.cirm-math.fr/2019-10-15_Otto.mp4

Information on the Event

Event Title : PDE/Probability Interactions: Particle Systems, Hyperbolic Conservation Laws / Interactions EDP/Probabilités : systèmes de particules, lois de conservation hyperboliques
Event Organizers : Caputo, Pietro ; Fathi, Max ; Guillin, Arnaud ; Reygner, Julien
Dates : 14/10/2019 - 18/10/2019
Event Year : 2019
Event URL : https://conferences.cirm-math.fr/2083.html

Citation Data

DOI : 10.24350/CIRM.V.19570403
Cite this video as: Otto, Felix (2019). The matching problem: connections to the Gaussian free field via large-scale linearization of the Monge-Ampere equation. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.19570403
URI : http://dx.doi.org/10.24350/CIRM.V.19570403

See Also

Bibliography

  • GOLDMAN, Michael, HUESMANN, Martin, et OTTO, Felix. A large-scale regularity theory for the Monge-Ampère equation with rough data and application to the optimal matching problem. arXiv preprint arXiv:1808.09250, 2018. - https://arxiv.org/abs/1808.09250



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