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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 2006 · math.STShow all

1 paper · 2 filters

math.ST2006★ 1 cited

PAC-Bayesian inductive and transductive learning

Olivier Catoni

We present here a PAC-Bayesian point of view on adaptive supervised classification. Using convex analysis, we show how to get local measures of the complexity of the classification…

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