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11/24/2021
Multiplier bootstrap for Bures-Wasserstein barycenters
Bures-Wasserstein barycenter is a popular and promising tool in analysis...
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10/21/2021
On the properties of some low-parameter models for color reproduction in terms of spectrum transformations and coverage of a color triangle
One of the classical approaches to solving color reproduction problems, ...
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02/06/2020
Robust k-means Clustering for Distributions with Two Moments
We consider the robust algorithms for the k-means clustering problem whe...
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01/24/2019
On the Complexity of Approximating Wasserstein Barycenter
We study the complexity of approximating Wassertein barycenter of m disc...
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01/02/2019
Statistical inference for Bures-Wasserstein barycenters
In this work we introduce the concept of Bures-Wasserstein barycenter Q_...
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08/10/2018
Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms
We present a method for metric optimization in the Large Deformation Dif...
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02/12/2018