866 citations · 988 across the 9 of their papers we have counts for
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stat.CO2020★ 4 cited
Randomised Wasserstein Barycenter Computation: Resampling with Statistical Guarantees
Florian Heinemann, Axel Munk, Yoav Zemel
We propose a hybrid resampling method to approximate finitely supported Wasserstein barycenters on large-scale datasets, which can be combined with any exact solver. Nonasymptotic…
math.ST2020★ 6 cited
Limit Laws for Empirical Optimal Solutions in Stochastic Linear Programs
Marcel Klatt, Axel Munk, Yoav Zemel
We consider a general linear program in standard form whose right-hand side constraint vector is subject to random perturbations. This defines a stochastic linear program for which…