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researcher

Ilya Shpitser

5 papers here

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

author position
  • sole author1
  • first author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • cs.AI1
  • cs.LG1
  • math.ST1
ORCID 0000-0003-2571-7326

identity via Semantic Scholar / OpenAlex

most citedOn the Validity of Covariate Adjustment for Estimating Causal Effects

89 citations · 190 across the 5 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2012★ 52 cited

What Counterfactuals Can Be Tested

Ilya Shpitser, Judea Pearl

Counterfactual statements, e.g., "my headache would be gone had I taken an aspirin" are central to scientific discourse, and are formally interpreted as statements derived from "al…

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