most citedGrouped variable importance with random forests and application to multiple functional data analysis

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math.ST2014★ 107 cited

Robust Topological Inference: Distance To a Measure and Kernel Distance

Frédéric Chazal, Brittany T. Fasy, Fabrizio Lecci +3

Let P be a distribution with support S. The salient features of S can be quantified with persistent homology, which summarizes topological features of the sublevel sets of the dist…

math.ST2014★ 14 cited

Improved rates for Wasserstein deconvolution with ordinary smooth error in dimension one

Jérôme Dedecker, Aurélie Fischer, Bertrand Michel

This paper deals with the estimation of a probability measure on the real line from data observed with an additive noise. We are interested in rates of convergence for the Wasserst…