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Alexandra Chouldechova

9 papers hereh-index 81.1k citations9 works total

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

author position
  • middle author4
  • last author4

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CY3
  • cs.IR1
same name
  • Alexandra Chouldechova — 17 papers, h 7
  • Alexandra Chouldechova — 10 papers, h 9
  • Alexandra Chouldechova — 7 papers, h 8
  • Alexandra Chouldechova — 2 papers, h 4
  • Alexandra Chouldechova — 2 papers, h 1
  • Alexandra Chouldechova — 2 papers, h 2

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
20182026
most citedBias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting

296 citations · 575 across the 7 of their papers we have counts for

collaborators
Showing cs.IRShow all

1 paper · 1 filter

cs.IR2019★ 296 cited

Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting

Maria De-Arteaga, Alexey Romanov, Hanna Wallach +6

We present a large-scale study of gender bias in occupation classification, a task where the use of machine learning may lead to negative outcomes on peoples' lives. We analyze the…

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