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researcher

Joseph Guinness

3 papers here

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

author position
  • middle author2
  • last author1

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

fields
  • math.ST1
  • stat.AP1
  • stat.ME1
ORCID 0000-0003-0564-6639
same name
  • Joseph Guinness — 1 paper, h 2

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
20222025
most citedAsymptotic properties of Vecchia approximation for Gaussian processes

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

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.