123 citations · 241 across the 8 of their papers we have counts for
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math.AT2006★ 123 cited
A statistical approach to persistent homology
Peter Bubenik, Peter T. Kim
Assume that a finite set of points is randomly sampled from a subspace of a metric space. Recent advances in computational topology have provided several approaches to recovering t…
math.ST2006★ 8 cited
Multivariate Bayesian function estimation
Jean-François Angers, Peter T. Kim
Bayesian methods are developed for the multivariate nonparametric regression problem where the domain is taken to be a compact Riemannian manifold. In terms of the latter, the unde…