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07/13/2022
Optimal Reach Estimation and Metric Learning
We study the estimation of the reach, an ubiquitous regularity parameter...
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05/31/2022
Estimating a density near an unknown manifold: a Bayesian nonparametric approach
We study the Bayesian density estimation of data living in the offset of...
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05/07/2021
From Graph Centrality to Data Depth
Given a sample of points in a Euclidean space, we can define a notion of...
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01/22/2020
Estimating the reach of a manifold via its convexity defect function
The reach of a submanifold is a crucial regularity parameter for manifol...
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10/18/2019