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researcher

J. Guinness

31 papers hereh-index 202k citations69 works total

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

author position
  • sole author5
  • first author4
  • middle author14
  • last author7

Across the 30 of 31 papers where every author was matched, so the position is known.

fields
  • stat.ME15
  • stat.AP7
  • stat.CO7
  • math.ST2

identity via Semantic Scholar / OpenAlex

activity
20132024
most citedA general framework for Vecchia approximations of Gaussian processes

189 citations · 522 across the 27 of their papers we have counts for

collaborators
Showing 2024 · math.STShow all

1 paper · 2 filters

math.ST2024★ 1 cited

Asymptotic properties of Vecchia approximation for Gaussian processes

Myeongjong Kang, Florian Schäfer, Joseph Guinness +1

Vecchia approximation has been widely used to accurately scale Gaussian-process (GP) inference to large datasets, by expressing the joint density as a product of conditional densit…

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