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researcher

Margaret Mitchell

5 papers here

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 — 2 papers
  • 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.AIShow all

2 papers · 1 filter

cs.AI2022★ 33 cited

A Human Rights-Based Approach to Responsible AI

Vinodkumar Prabhakaran, Margaret Mitchell, Timnit Gebru +1

Research on fairness, accountability, transparency and ethics of AI-based interventions in society has gained much-needed momentum in recent years. However it lacks an explicit ali…

cs.AI2020★ 66 cited

Diversity and Inclusion Metrics in Subset Selection

Margaret Mitchell, Dylan Baker, Nyalleng Moorosi +5

The ethical concept of fairness has recently been applied in machine learning (ML) settings to describe a wide range of constraints and objectives. When considering the relevance o…

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