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06/23/2023
Lower Complexity Adaptation for Empirical Entropic Optimal Transport
Entropic optimal transport (EOT) presents an effective and computational...
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06/20/2023
Convergence of Empirical Optimal Transport in Unbounded Settings
In compact settings, the convergence rate of the empirical optimal trans...
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05/16/2023
Weak Limits for Empirical Entropic Optimal Transport: Beyond Smooth Costs
We establish weak limits for the empirical entropy regularized optimal t...
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01/03/2023
Empirical Optimal Transport under Estimated Costs: Distributional Limits and Statistical Applications
Optimal transport (OT) based data analysis is often faced with the issue...
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02/25/2022
A Unifying Approach to Distributional Limits for Empirical Optimal Transport
We provide a unifying approach to central limit type theorems for empiri...
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02/21/2022
Empirical Optimal Transport between Different Measures Adapts to Lower Complexity
The empirical optimal transport (OT) cost between two probability measur...
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04/30/2021
Limit Distributions and Sensitivity Analysis for Entropic Optimal Transport on Countable Spaces
For probability measures supported on countable spaces we derive limit d...
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03/29/2021
The Statistics of Circular Optimal Transport
Empirical optimal transport (OT) plans and distances provide effective t...
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02/28/2021
Finite Sample Smeariness on Spheres
Finite Sample Smeariness (FSS) has been recently discovered. It means th...
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05/05/2020
