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researcher

Jan-Matthis Lueckmann

10 papers hereh-index 141.9k citations32 works total

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

author position
  • first author5
  • middle author4

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • q-bio.NC2
  • cs.AI1
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedFlexible statistical inference for mechanistic models of neural dynamics

96 citations · 128 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.ML2022★ 6 cited

GATSBI: Generative Adversarial Training for Simulation-Based Inference

Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts +4

Simulation-based inference (SBI) refers to statistical inference on stochastic models for which we can generate samples, but not compute likelihoods. Like SBI algorithms, generativ…

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