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Tobias Schnabel

17 papers hereh-index 173.3k citations37 works total

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

author position
  • sole author1
  • first author5
  • middle author8
  • last author3

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.IR6
  • cs.LG4
  • cs.CL3
  • cs.HC2
  • cs.SI1
  • stat.ML1
same name
  • Tobias Schnabel — 8 papers, h 4

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
20152023
most citedRecommendations as Treatments: Debiasing Learning and Evaluation

138 citations · 265 across the 17 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.ML2019★ 56 cited

Deep Generalized Method of Moments for Instrumental Variable Analysis

Andrew Bennett, Nathan Kallus, Tobias Schnabel

Instrumental variable analysis is a powerful tool for estimating causal effects when randomization or full control of confounders is not possible. The application of standard metho…

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