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researcher

Alexander Marx

14 papers hereh-index 14636 citations25 works total

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

author position
  • first author8
  • middle author2
  • last author4

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • stat.ML9
  • cs.IT3
  • cs.LG2
same name
  • Alexander Marx — 2 papers, h 2
  • Alexander Marx — 1 paper, h 2
  • Alexander Marx — 1 paper, h 3

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
20172025
most citedTelling Cause from Effect using MDL-based Local and Global Regression

36 citations · 74 across the 14 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

stat.ML2020★ 4 cited

A Weaker Faithfulness Assumption based on Triple Interactions

Alexander Marx, Arthur Gretton, Joris M. Mooij

One of the core assumptions in causal discovery is the faithfulness assumption, i.e., assuming that independencies found in the data are due to separations in the true causal graph…

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