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researcher

Awa Dieng

9 papers hereh-index 6488 citations15 works total

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

author position
  • first author1
  • middle author7

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

fields
  • cs.LG3
  • stat.ML2
  • cs.AI1
  • cs.CL1
  • cs.CY1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedA Toolbox for Surfacing Health Equity Harms and Biases in Large Language Models

99 citations · 183 across the 8 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 32 cited

Diagnosing failures of fairness transfer across distribution shift in real-world medical settings

Jessica Schrouff, Natalie Harris, Oluwasanmi Koyejo +14

Diagnosing and mitigating changes in model fairness under distribution shift is an important component of the safe deployment of machine learning in healthcare settings. Importantl…

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