36 citations · 163 across the 33 of their papers we have counts for
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math.ST2017
Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications
Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis
The notion of entropy-regularized optimal transport, also known as Sinkhorn divergence, has recently gained popularity in machine learning and statistics, as it makes feasible the…
stat.ME2017★ 5 cited
Log-PCA versus Geodesic PCA of histograms in the Wasserstein space
Elsa Cazelles, Vivien Seguy, Jérémie Bigot +2
This paper is concerned by the statistical analysis of data sets whose elements are random histograms. For the purpose of learning principal modes of variation from such data, we c…