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researcher

J. Cockayne

22 papers hereh-index 13757 citations31 works total

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

author position
  • sole author1
  • first author7
  • middle author12
  • last author1

Across the 21 of 22 papers where every author was matched, so the position is known.

fields
  • stat.ME9
  • math.NA4
  • math.ST2
  • stat.CO2
  • cs.LG1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedBayesian Probabilistic Numerical Methods

87 citations · 196 across the 20 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2021

A probabilistic Taylor expansion with Gaussian processes

Toni Karvonen, Jon Cockayne, Filip Tronarp +1

We study a class of Gaussian processes for which the posterior mean, for a particular choice of data, replicates a truncated Taylor expansion of any order. The data consist of deri…

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