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Janne K. Lappalainen

4 papers hereh-index 9274 citations9 works total

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

author position
  • middle author3
  • last author1

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

fields
  • cs.LG2
  • cs.CV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedA Practical Guide to Sample-based Statistical Distances for Evaluating Generative Models in Science

4 citations · 9 across the 3 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

2 papers · 2 filters

cs.LG2024★ 1 cited

sbi reloaded: a toolkit for simulation-based inference workflows

Jan Boelts, Michael Deistler, Manuel Gloeckler +30

Scientists and engineers use simulators to model empirically observed phenomena. However, tuning the parameters of a simulator to ensure its outputs match observed data presents a…

cs.LG2024★ 4 cited

A Practical Guide to Sample-based Statistical Distances for Evaluating Generative Models in Science

Sebastian Bischoff, Alana Darcher, Michael Deistler +18

Generative models are invaluable in many fields of science because of their ability to capture high-dimensional and complicated distributions, such as photo-realistic images, prote…

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