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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 2009 · math.STShow all

1 paper · 2 filters

math.ST2009★ 5 cited

High confidence estimates of the mean of heavy-tailed real random variables

Olivier Catoni

We present new estimators of the mean of a real valued random variable, based on PAC-Bayesian iterative truncation. We analyze the non-asymptotic minimax properties of the deviatio…

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