167 citations · 793 across the 13 of their papers we have counts for
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math.PR2006★ 131 cited
Empirical graph Laplacian approximation of Laplace--Beltrami operators: Large sample results
Evarist Giné, Vladimir Koltchinskii
Let be a compact Riemannian submanifold of of dimension and let be a sample of i.i.d. points in with uniform distributio…
math.PR2006
High Dimensional Probability
Evarist Giné, Vladimir Koltchinskii, Wenbo Li +1
About forty years ago it was realized by several researchers that the essential features of certain objects of Probability theory, notably Gaussian processes and limit theorems, ma…
math.PR2006★ 122 cited
Concentration inequalities and asymptotic results for ratio type empirical processes
Evarist Giné, Vladimir Koltchinskii
Let be a class of measurable functions on a measurable space with values in and let \[P_n=n^{-1}\sum_{i=1}^nδ_{X_i}\] be the empirical measu…