331 citations · 1.3k across the 39 of their papers we have counts for
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3 papers · 1 filter
math.PR2013★ 2 cited
Squared-Norm Empirical Process in Banach Space
Vincent Q. Vu, Jing Lei
This note extends a recent result of Mendelson on the supremum of a quadratic process to squared norms of functions taking values in a Banach space. Our method of proof is a reduct…
math.ST2013★ 331 cited
Consistency of spectral clustering in stochastic block models
Jing Lei, Alessandro Rinaldo
We analyze the performance of spectral clustering for community extraction in stochastic block models. We show that, under mild conditions, spectral clustering applied to the adjac…
stat.ML2013
A Conformal Prediction Approach to Explore Functional Data
Jing Lei, Alessandro Rinaldo, Larry Wasserman
This paper applies conformal prediction techniques to compute simultaneous prediction bands and clustering trees for functional data. These tools can be used to detect outliers and…