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researcher

F. Leblanc

3 papers hereh-index 6321 citations13 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.ML1
same name
  • F. Leblanc — 11 papers, h 22
  • F. LeBlanc — 8 papers, h 4
  • F. Leblanc — 7 papers, h 46
  • F. Leblanc — 3 papers, h 2
  • F. Leblanc — 2 papers, h 8
  • F. Leblanc — 2 papers, h 6

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

activity
20202022
most citedDecision trees as partitioning machines to characterize their generalization properties

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

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021

Improving Generalization Bounds for VC Classes Using the Hypergeometric Tail Inversion

Jean-Samuel Leboeuf, Frédéric LeBlanc, Mario Marchand

We significantly improve the generalization bounds for VC classes by using two main ideas. First, we consider the hypergeometric tail inversion to obtain a very tight non-uniform d…

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