30 citations · 180 across the 40 of their papers we have counts for
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stat.ML2014★ 25 cited
Consistency of Cheeger and Ratio Graph Cuts
Nicolas Garcia Trillos, Dejan Slepcev, James von Brecht +2
This paper establishes the consistency of a family of graph-cut-based algorithms for clustering of data clouds. We consider point clouds obtained as samples of a ground-truth measu…
math.PR2014★ 3 cited
On the rate of convergence of empirical measures in -transportation distance
Nicolás García Trillos, Dejan Slepčev
We consider random i.i.d. samples of absolutely continuous measures on bounded connected domains. We prove an upper bound on the -transportation distance between the measur…