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researcher

I. Shpitser

38 papers hereh-index 396.7k citations183 works total

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

author position
  • first author3
  • middle author10
  • last author23

Across the 36 of 38 papers where every author was matched, so the position is known.

fields
  • stat.ME22
  • cs.LG6
  • stat.ML6
  • cs.CL2
  • cs.AI1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedSemiparametric theory for causal mediation analysis: Efficiency bounds, multiple robustness and sensitivity analysis

294 citations · 689 across the 24 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2012★ 50 cited

Identification of Conditional Interventional Distributions

Ilya Shpitser, Judea Pearl

The subject of this paper is the elucidation of effects of actions from causal assumptions represented as a directed graph, and statistical knowledge given as a probability distrib…

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