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Statistical Aspects of Wasserstein Distances

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Fréchet means in Wasserstein space

Yoav Zemel

This work studies the problem of statistical inference for Fréchet means in the Wasserstein space of measures on Euclidean spaces,

\mathcal W_2 ( \mathbb R^d )

. This question arises naturally from the problem of separating amplitude and phase variation i ...

EPFL2017

Statistical Aspects of Wasserstein Distances

Graph Chatbot

Chattez avec Graph Search

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How close are the eigenvectors and eigenvalues of the sample and actual covariance matrices?

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Updated braking forces for the assessment of road bridges

Dimensionality Reduction in Dynamic Optimization under Uncertainty

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