30 citations · 180 across the 40 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
math.ST2015
On Wasserstein Two Sample Testing and Related Families of Nonparametric Tests
Aaditya Ramdas, Nicolas Garcia, Marco Cuturi
Nonparametric two sample or homogeneity testing is a decision theoretic problem that involves identifying differences between two random variables without making parametric assumpt…
math.ST2015
A variational approach to the consistency of spectral clustering
Nicolás García Trillos, Dejan Slepčev
This paper establishes the consistency of spectral approaches to data clustering. We consider clustering of point clouds obtained as samples of a ground-truth measure. A graph repr…