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researcher

Nathan Kallus

15 papers hereh-index 11669 citations21 works total

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

author position
  • sole author9
  • first author3
  • last author3

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • stat.ML6
  • cs.CV1
  • math.ST1
  • stat.CO1
same name
  • Nathan Kallus — 97 papers, h 39
  • Nathan Kallus — 37 papers, h 10
  • 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
20132026
most citedGeneralized Optimal Matching Methods for Causal Inference

27 citations · 110 across the 14 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

stat.ML2020

Rejoinder: New Objectives for Policy Learning

Nathan Kallus

I provide a rejoinder for discussion of "More Efficient Policy Learning via Optimal Retargeting" to appear in the Journal of the American Statistical Association with discussion by…

stat.ME2020

On the Optimality of Randomization in Experimental Design: How to Randomize for Minimax Variance and Design-Based Inference

Nathan Kallus

I study the minimax-optimal design for a two-arm controlled experiment where conditional mean outcomes may vary in a given set. When this set is permutation symmetric, the optimal…

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