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researcher

Cathy O'Neil

4 papers hereh-index 10987 citations19 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • math.NT3
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20062019
most citedConscientious Classification: A Data Scientist's Guide to Discrimination-Aware Classification

156 citations · 236 across the 4 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

stat.ML2019★ 156 cited

Conscientious Classification: A Data Scientist's Guide to Discrimination-Aware Classification

Brian d'Alessandro, Cathy O'Neil, Tom LaGatta

Recent research has helped to cultivate growing awareness that machine learning systems fueled by big data can create or exacerbate troubling disparities in society. Much of this r…

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