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12/09/2022
Transportation-Based Functional ANOVA and PCA for Covariance Operators
We consider the problem of comparing several samples of stochastic proce...
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12/11/2020
Randomised Wasserstein Barycenter Computation: Resampling with Statistical Guarantees
We propose a hybrid resampling method to approximate finitely supported ...
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07/27/2020
Limit Laws for Empirical Optimal Solutions in Stochastic Linear Programs
We consider a general linear program in standard form whose right-hand s...
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12/22/2018
Bayesian semiparametric modelling of phase-varying point processes
We propose a Bayesian semiparametric approach for modelling registration...
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06/14/2018
Statistical Aspects of Wasserstein Distances
Wasserstein distances are metrics on probability distributions inspired ...
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01/06/2018