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The Casual Conversations v2 Dataset : A diverse, large benchmark for measuring fairness and robustness in audio/vision/speech models
5 references·0 citing·24 second hop
The Casual Conversations v2 Dataset : A diverse, large benchmark for measuring fairness and robustness in audio/vision/speech models (2023)The Casual Conversations v2 Dataset : A d…Fairness Indicators for Systematic Assessments of Visual Feature Extractors (2022)Fairness Indicators for Syste…Demographic Bias in Biometrics: A Survey on an Emerging Challenge (2020)Demographic Bias in Biometric…Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Gender Shades: Intersectional…The multiple dimensions of race (2016)The multiple dimensions of ra…Skin Tone Stratification among Black Americans, 2001-2003 (2014)Skin Tone Stratification amon…The Mark of a Criminal Record (2003)Racism without racists: color-blind racism and the persistence of racial inequality in the United States (2004)Punishment and inequality in America (2007)Ordinalization (2016)What’s Your “Street Race”? Leveraging Multidimensional Measures of Race and Intersectionality for Examining Physical and Mental Health Status among Latinxs (2017)Representations of race and skin tone in medical textbook imagery (2018)Human Nature and the Social Order (1941)The Making and Unmaking of Ethnic Boundaries: A Multilevel Process Theory (2008)Human Nature and the Social Order (2017)Skin Color and Colorism: Global Research, Concepts, and Measurement (2017)A Theory of Racialized Organizations (2019)Critical Race Theory for HCI (2020)The Black Box Society (2015)Equality of Opportunity in Supervised Learning (2016)Investigating Bias and Fairness in Facial Expression Recognition (2020)Trustworthy AI: From Principles to Practices (2022)Navigating and reviewing ethical dilemmas in AI development: Strategies for transparency, fairness, and accountability (2024)Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor (2018)The Misgendering Machines (2018)Actionable Auditing (2019)Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities Between Gender Groups (2023)Model Cards for Model Reporting (2019)What is AI Literacy? Competencies and Design Considerations (2020)A Survey on Bias and Fairness in Machine Learning (2021)
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References

  • 2018Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification3,544 cited
  • 2016The multiple dimensions of race452 cited
  • 2020Demographic Bias in Biometrics: A Survey on an Emerging Challenge263 cited
  • 2014Skin Tone Stratification among Black Americans, 2001-2003221 cited
  • 2022Fairness Indicators for Systematic Assessments of Visual Feature Extractors17 cited

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