27 citations · 45 across the 14 of their papers we have counts for
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stat.ME2022★ 2 cited
Post-clustering difference testing: valid inference and practical considerations
Benjamin Hivert, Denis Agniel, Rodolphe Thiébaut +1
Clustering is part of unsupervised analysis methods that consist in grouping samples into homogeneous and separate subgroups of observations also called clusters. To interpret the…
stat.ML2022
On the potential benefits of entropic regularization for smoothing Wasserstein estimators
Jérémie Bigot, Paul Freulon, Boris P. Hejblum +1
This paper is focused on the study of entropic regularization in optimal transport as a smoothing method for Wasserstein estimators, through the prism of the classical tradeoff bet…