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Yves Bernaerts

2 papers hereh-index 8995 citations19 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2
same name
  • Yves Bernaerts — 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

most citedSparse bottleneck neural networks for exploratory non-linear visualization of Patch-seq data

2 citations · 3 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022★ 1 cited

Efficient identification of informative features in simulation-based inference

Jonas Beck, Michael Deistler, Yves Bernaerts +2

Simulation-based Bayesian inference (SBI) can be used to estimate the parameters of complex mechanistic models given observed model outputs without requiring access to explicit lik…

cs.LG2020★ 2 cited

Sparse bottleneck neural networks for exploratory non-linear visualization of Patch-seq data

Yves Bernaerts, Philipp Berens, Dmitry Kobak

Patch-seq, a recently developed experimental technique, allows neuroscientists to obtain transcriptomic and electrophysiological information from the same neurons. Efficiently anal…

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