most citedOptimal Reach Estimation and Metric Learning

3 citations · 3 across the 2 of their papers we have counts for

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math.ST2024

Topological Analysis for Detecting Anomalies (TADA) in Time Series

Frédéric Chazal, Martin Royer, Clément Levrard

This paper introduces new methodology based on the field of Topological Data Analysis for detecting anomalies in multivariate time series, that aims to detect global changes in the…

math.ST2022★ 3 cited

Optimal Reach Estimation and Metric Learning

Eddie Aamari, Clément Berenfeld, Clément Levrard

We study the estimation of the reach, an ubiquitous regularity parameter in manifold estimation and geometric data analysis. Given an i.i.d. sample over an unknown -dimensional…