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Optimal Transport based Cross-Domain Integration for Heterogeneous Data
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An ODE characterization of multi-marginal optimal transport with pairwise cost functions
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Simple approximative algorithms for free-support Wasserstein barycenters
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Bayesian learning with Wasserstein barycenters
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Ensemble Riemannian data assimilation: towards large-scale dynamical systems
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Detecting the Spatial Mismatch of Water Resources and Grain Planting Pattern Changes in China Based on Satellite Data
Entropic-Wasserstein Barycenters: PDE Characterization, Regularity, and CLT
Guillaume Carlier, Katharina Eichinger and Alexey Kroshnin SIAM Journal on Mathematical Analysis 53(5) 5880 (2021) https://doi.org/10.1137/20M1387262
Global Sensitivity Analysis and Wasserstein Spaces
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Barycenters for the Hellinger--Kantorovich Distance Over $\mathbb{R}^d$
Gero Friesecke, Daniel Matthes and Bernhard Schmitzer SIAM Journal on Mathematical Analysis 53(1) 62 (2021) https://doi.org/10.1137/20M1315555
An Invitation to Statistics in Wasserstein Space
Victor M. Panaretos and Yoav Zemel SpringerBriefs in Probability and Mathematical Statistics, An Invitation to Statistics in Wasserstein Space 59 (2020) https://doi.org/10.1007/978-3-030-38438-8_3
An Invitation to Statistics in Wasserstein Space
Victor M. Panaretos and Yoav Zemel SpringerBriefs in Probability and Mathematical Statistics, An Invitation to Statistics in Wasserstein Space 75 (2020) https://doi.org/10.1007/978-3-030-38438-8_4
Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding
François Bachoc, Alexandra Suvorikova, David Ginsbourger, Jean-Michel Loubes and Vladimir Spokoiny Electronic Journal of Statistics 14(2) (2020) https://doi.org/10.1214/20-EJS1725
Central limit theorem and bootstrap procedure for Wasserstein’s variations with an application to structural relationships between distributions
Eustasio del Barrio, Paula Gordaliza, Hélène Lescornel and Jean-Michel Loubes Journal of Multivariate Analysis 169 341 (2019) https://doi.org/10.1016/j.jmva.2018.09.014
Upper and lower risk bounds for estimating the Wasserstein barycenter of random measures on the real line
Jérémie Bigot, Raúl Gouet, Thierry Klein and Alfredo López Electronic Journal of Statistics 12(2) (2018) https://doi.org/10.1214/18-EJS1400