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researcher

David T. Arbour

41 papers hereh-index 13480 citations47 works total

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

author position
  • first author6
  • middle author32
  • last author2

Across the 40 of 41 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • stat.ME9
  • cs.AI7
  • cs.SI3
  • cs.CL2
  • cs.DS2

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedA Sound and Complete Algorithm for Learning Causal Models from Relational Data

37 citations · 78 across the 38 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

cs.AI2013★ 37 cited

A Sound and Complete Algorithm for Learning Causal Models from Relational Data

Marc Maier, Katerina Marazopoulou, David Arbour +1

The PC algorithm learns maximally oriented causal Bayesian networks. However, there is no equivalent complete algorithm for learning the structure of relational models, a more expr…

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