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Jouni Hartikainen

4 papers hereh-index 161.9k citations26 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.IT1
  • cs.LG1
  • stat.ME1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedBayesian Modeling with Gaussian Processes using the GPstuff Toolbox

35 citations · 96 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2012★ 35 cited

Bayesian Modeling with Gaussian Processes using the GPstuff Toolbox

Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen +3

Gaussian processes (GP) are powerful tools for probabilistic modeling purposes. They can be used to define prior distributions over latent functions in hierarchical Bayesian models…

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