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researcher

Matthias Katzfuss

6 papers hereh-index 321 citations8 works total

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

author position
  • last author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.CO2
  • stat.ML2
  • math.ST1
  • stat.ME1
same name
  • Matthias Katzfuss — 2 papers, h 2
  • Matthias Katzfuss — 1 paper, h 1

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
20232026
most citedAsymptotic properties of Vecchia approximation for Gaussian processes

1 citations · 2 across the 5 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.