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Nathan Kallus

97 papers hereh-index 394.4k citations116 works total

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

author position
  • sole author5
  • first author28
  • middle author40
  • last author24

Across the 97 of 97 papers where every author was matched, so the position is known.

fields
  • cs.LG45
  • stat.ML32
  • stat.ME13
  • math.ST2
  • stat.AP2
  • cs.AI1
same name
  • Nathan Kallus — 37 papers, h 10
  • Nathan Kallus — 15 papers, h 11
  • Nathan Kallus — 9 papers, h 2
  • Nathan Kallus — 6 papers, h 9
  • Nathan Kallus — 2 papers
  • Nathan Kallus — 2 papers, h 1

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
20152026
most citedFairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved

148 citations · 972 across the 92 of their papers we have counts for

collaborators
Showing 2019 · stat.MEShow all

1 paper · 2 filters

stat.ME2019

Balanced Policy Evaluation and Learning for Right Censored Data

Owen E. Leete, Nathan Kallus, Michael G. Hudgens +2

Individualized treatment rules can lead to better health outcomes when patients have heterogeneous responses to treatment. Very few individualized treatment rule estimation methods…

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