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Detecting racial inequalities in criminal justice: towards an equitable deep learning approach for generating and interpreting racial categories using mugshots
14 references·0 citing·45 second hopsampled
Detecting racial inequalities in criminal justice: towards an equitable deep learning approach for generating and interpreting racial categories using mugshots (2022)Detecting racial inequalities in criminal…Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs (2021)Designing Disaggregated Evalu…A Framework of Potential Sources of Harm Throughout the Machine Learning Life Cycle (2021)A Framework of Potential Sour…Towards Causal Benchmarking of Bias in Face Analysis Algorithms (2020)Towards Causal Benchmarking o…Towards a critical race methodology in algorithmic fairness (2020)Towards a critical race metho…Saving Face (2020)Saving FacePredict and Surveil (2020)Predict and SurveilDigital Punishment (2020)Digital PunishmentModel Cards for Model Reporting (2019)Model Cards for Model Reporti…Halt the use of facial-recognition technology until it is regulated (2019)Halt the use of facial-recogn…Actionable Auditing (2019)Actionable AuditingDigital degradation: Stigma management in the internet age (2017)Digital degradation: Stigma m…A Punishing Look: Skin Tone and Afrocentric Features in the Halls of Justice (2016)A Punishing Look: Skin Tone a…Reassessing and Redirecting Research on Race and Sentencing (2012)Reassessing and Redirecting R…Recent Developments and New Directions in Sentencing Research (2011)Recent Developments and New D…Why People Obey the Law (2006)The new Jim Crow: mass incarceration in the age of colorblindness (2010)The New Jim Crow: Mass Incarceration in the Age of Colorblindness (2011)Is the Impact of Cumulative Disadvantage on Sentencing Greater for Black Defendants? (2015)Public Opinion and Criminal Justice Policy: Theory and Research (2018)Cumulative Disadvantage in the American Criminal Justice System (2019)Race Prejudice as a Sense of Group Position (1958)Toward a Theory of Minority-Group Relations (1967)Toward a Theory of Minority Group Relations. (1969)RISK, RACE, AND RECIDIVISM: PREDICTIVE BIAS AND DISPARATE IMPACT* (2016)The Mark of a Criminal Record (2003)The New Jim Crow: Mass Incarceration in the Age of Colorblindness (2011)Judging the Judiciary by the Numbers: Empirical Research on Judges (2017)Un/doing Differences (2017)The color of punishment: African Americans, skin tone, and the criminal justice system (2018)Outline of a Theory of Practice (1977)Outline of a Theory of Practice. (1980)Adolescence-limited and life-course-persistent antisocial behavior: A developmental taxonomy. (1993)Disordered Punishment: Workaround Technologies of Criminal Records Disclosure and the Rise of a New Penal Entrepreneurialism (2019)Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement (2015)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics [1989] (2018)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Closing the AI accountability gap (2020)On the Opportunities and Risks of Foundation Models (2021)Accountability in algorithmic decision making (2016)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)American Apartheid: Segregation and the Making of the Underclass. (1993)Seeing like a State: How Certain Schemes to Improve the Human Condition Have Failed (1998)Sorting Things Out (1999)Language (Technology) is Power: A Critical Survey of “Bias” in NLP (2020)Algorithmic Bias in Education (2021)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics (1998)Developing future human-centered smart cities: Critical analysis of smart city security, Data management, and Ethical challenges (2021)Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction (2023)To chat or bot to chat: Ethical issues with using chatbots in mental health (2023)Big Data's Disparate Impact (2014)A Survey on Bias and Fairness in Machine Learning (2021)Towards a standard for identifying and managing bias in artificial intelligence (2022)Humans inherit artificial intelligence biases (2023)Institutionalized Organizations: Formal Structure as Myth and Ceremony (1977)The Iron Cage Revisited: Institutional Isomorphism and Collective Rationality in Organizational Fields (1983)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)Algorithmic management in a work context (2021)Algorithmization of Bureaucratic Organizations: Using a Practice Lens to Study How Context Shapes Predictive Policing Systems (2021)The Society of Algorithms (2021)
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References

  • 2019Model Cards for Model Reporting3,049 cited
  • 2019Actionable Auditing697 cited
  • 2021A Framework of Potential Sources of Harm Throughout the Machine Learning Life Cycle573 cited
  • 2020Predict and Surveil528 cited
  • 2011Recent Developments and New Directions in Sentencing Research449 cited
  • 2020Saving Face374 cited
  • 2012Reassessing and Redirecting Research on Race and Sentencing357 cited
  • 2020Towards a critical race methodology in algorithmic fairness295 cited
  • 2016A Punishing Look: Skin Tone and Afrocentric Features in the Halls of Justice162 cited
  • 2017Digital degradation: Stigma management in the internet age148 cited
  • 2020Digital Punishment125 cited
  • 2021Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs71 cited
  • 2019Halt the use of facial-recognition technology until it is regulated53 cited
  • 2020Towards Causal Benchmarking of Bias in Face Analysis Algorithms45 cited

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