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Margaret Mitchell

5 papers hereh-index 92.1k citations11 works total

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

author position
  • first author1
  • middle author3
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CY2
  • cs.CL1
same name
  • Margaret Mitchell — 15 papers, h 39
  • Margaret Mitchell — 3 papers, h 2
  • Margaret Mitchell — 2 papers
  • Margaret Mitchell — 2 papers, h 2
  • Margaret Mitchell — 2 papers, h 1
  • Margaret Mitchell — 1 paper, 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
20192022
most citedClosing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing

161 citations · 321 across the 4 of their papers we have counts for

collaborators
Showing cs.CYShow all

3 papers · 1 filter

cs.CY2023

Evaluating the Social Impact of Generative AI Systems in Systems and Society

Irene Solaiman, Zeerak Talat, William Agnew +28

Generative AI systems across modalities, ranging from text (including code), image, audio, and video, have broad social impacts, but there is no official standard for means of eval…

cs.CY2020★ 161 cited

Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing

Inioluwa Deborah Raji, Andrew Smart, Rebecca N. White +6

Rising concern for the societal implications of artificial intelligence systems has inspired a wave of academic and journalistic literature in which deployed systems are audited fo…

cs.CY2020★ 61 cited

Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing

Inioluwa Deborah Raji, Timnit Gebru, Margaret Mitchell +3

Although essential to revealing biased performance, well intentioned attempts at algorithmic auditing can have effects that may harm the very populations these measures are meant t…

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