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researcher

O. Catoni

4 papers hereh-index 192.7k citations66 works total

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

author position
  • sole author4

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

fields
  • math.ST3
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20042009
most citedHigh confidence estimates of the mean of heavy-tailed real random variables

5 citations · 7 across the 3 of their papers we have counts for

collaborators
Showing 2004Show all

1 paper · 1 filter

math.ST2004

Improved Vapnik Cervonenkis bounds

Olivier Catoni

We give a new proof of VC bounds where we avoid the use of symmetrization and use a shadow sample of arbitrary size. We also improve on the variance term. This results in better co…

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