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researcher

J. Akian

8 papers hereh-index 6158 citations16 works total

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

author position
  • sole author3
  • first author4
  • middle author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math-ph4
  • math.AP2
  • math.NA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20112023
most citedLearning "best" kernels from data in Gaussian process regression. With application to aerodynamics

27 citations · 34 across the 7 of their papers we have counts for

collaborators
Showing 2022 · stat.MLShow all

1 paper · 2 filters

stat.ML2022★ 27 cited

Learning "best" kernels from data in Gaussian process regression. With application to aerodynamics

Jean-Luc Akian, Luc Bonnet, Houman Owhadi +1

This paper introduces algorithms to select/design kernels in Gaussian process regression/kriging surrogate modeling techniques. We adopt the setting of kernel method solutions in a…

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