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researcher

D. Janzing

26 papers hereh-index 4713.5k citations196 works total

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

author position
  • sole author1
  • first author17
  • middle author8

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • quant-ph19
  • cs.LG2
  • stat.ML2
  • cs.DM1
  • cs.IT1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20002009
most citedTelling cause from effect based on high-dimensional observations

39 citations · 99 across the 15 of their papers we have counts for

collaborators
Showing 2009 · cs.ITShow all

1 paper · 2 filters

cs.IT2009

Justifying additive-noise-model based causal discovery via algorithmic information theory

Dominik Janzing, Bastian Steudel

A recent method for causal discovery is in many cases able to infer whether X causes Y or Y causes X for just two observed variables X and Y. It is based on the observation that th…

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