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researcher

Niklas Pfister

18 papers hereh-index 12806 citations27 works total

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

author position
  • first author5
  • middle author6
  • last author7

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • stat.ML8
  • stat.ME6
  • cs.LG3
  • math.ST1
same name
  • Niklas Pfister — 6 papers, h 3
  • Niklas Pfister — 2 papers, h 2
  • Niklas Pfister — 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

activity
20172026
most citedCausal models for dynamical systems

5 citations · 16 across the 13 of their papers we have counts for

collaborators
Showing 2022 · stat.MEShow all

1 paper · 2 filters

stat.ME2022★ 2 cited

Identifiability of Sparse Causal Effects using Instrumental Variables

Niklas Pfister, Jonas Peters

Exogenous heterogeneity, for example, in the form of instrumental variables can help us learn a system's underlying causal structure and predict the outcome of unseen intervention…

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