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researcher

Damien Garreau

13 papers hereh-index 326 citations15 works total

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

author position
  • first author1
  • middle author4
  • last author8

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.CV2
  • stat.ML2
  • cs.CL1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedLarge sample analysis of the median heuristic

62 citations · 62 across the 12 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

math.ST2017★ 62 cited

Large sample analysis of the median heuristic

Damien Garreau, Wittawat Jitkrittum, Motonobu Kanagawa

In kernel methods, the median heuristic has been widely used as a way of setting the bandwidth of RBF kernels. While its empirical performances make it a safe choice under many cir…

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