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20212026
most citedFinite sample bounds for barycenter estimation in geodesic spaces

1 citations · 2 across the 10 of their papers we have counts for

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10 papers

math.DG2026

Alexandrov spaces with non negative curvature and displacement convexity of the entropy tensor

Jordan Serres

On a smooth Riemannian manifold, Aishwarya, Rotem and Shenfeld characterised nonnegative sectional curvature as the matrix displacement convexity of an entropy tensor, the Lagrangi…

math.ST2026

means with learned metrics

Pablo Groisman, Matthieu Jonckheere, Jordan Serres +1

We study the Fréchet means of a metric measure space when both the measure and the distance are unknown and have to be estimated. We prove a general result that states that the…

math.AP2025

A Generalization of Caffarelli's Contraction Theorem to Nearly Spherical Manifolds

Yuxin Ge, Jordan Serres

We show that every nearly spherical manifold can be realized as the volume-preserving image of a round sphere, via the Brenier-McCann optimal transport map. This theorem extends Ca…

math.ST2025★ 1 cited

Finite sample bounds for barycenter estimation in geodesic spaces

Victor-Emmanuel Brunel, Jordan Serres

We study the problem of estimating the barycenter of a distribution given i.i.d. data in a geodesic space. Assuming an upper curvature bound in Alexandrov's sense and a support con…

math.MG2024

A generalization of Grünbaum's inequality in RCD-spaces

Victor-Emmanuel Brunel, Shin-ichi Ohta, Jordan Serres

We generalize Grünbaum's classical inequality in convex geometry to curved spaces with nonnegative Ricci curvature, precisely, to -spaces with …

math.ST2023

Concentration of empirical barycenters in metric spaces

Victor-Emmanuel Brunel, Jordan Serres

Barycenters (aka Fréchet means) were introduced in statistics in the 1940's and popularized in the fields of shape statistics and, later, in optimal transport and matrix analysis.…

math.FA2022

Behavior of the Poincar{é} constant along the Polchinski renormalization flow

Jordan Serres

We control the behavior of the Poincar{é} constant along the Polchinski renormalization flow using a dynamic version of -calculus. We also treat the case of higher order eigenva…

math.CA2022

Stability of higher order eigenvalues in dimension one

Jordan Serres

We study stability of the eigenvalues of the generator of a one dimensional reversible diffusion process satisfying some natural conditions. The proof is based on Stein's method. I…

math.MG2022★ 1 cited

Stability estimates for the sharp spectral gap bound under a curvature-dimension condition

Max Fathi, Ivan Gentil, Jordan Serres

We study stability of the sharp spectral gap bounds for metric-measure spaces satisfying a curvature bound. Our main result, new even in the smooth setting, is a sharp quantitative…

math.CA2021

Stability of Poincar{é} constant

Jordan Serres

We study stability of the sharp Poincar{é} constant of the invariant probability measure of a reversible diffusion process satisfying some natural conditions. The proof is based on…