107 citations · 416 across the 27 of their papers we have counts for
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math.ST2017
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists
Frédéric Chazal, Bertrand Michel
Topological Data Analysis is a recent and fast growing field providing a set of new topological and geometric tools to infer relevant features for possibly complex data. This paper…
math.ST2017
Estimating the Reach of a Manifold
Eddie Aamari, Jisu Kim, Frédéric Chazal +3
Various problems in manifold estimation make use of a quantity called the reach, denoted by , which is a measure of the regularity of the manifold. This paper is the first in…