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researcher

Pierre Humbert

4 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.LG1
  • math.ST1
same name
  • Pierre Humbert — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedRobust Kernel Density Estimation with Median-of-Means principle

8 citations · 8 across the 2 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2020★ 8 cited

Robust Kernel Density Estimation with Median-of-Means principle

Pierre Humbert, Batiste Le Bars, Ludovic Minvielle +1

In this paper, we introduce a robust nonparametric density estimator combining the popular Kernel Density Estimation method and the Median-of-Means principle (MoM-KDE). This estima…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.