SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges
16 references·5 citing·29 second hop
Fair and Unbiased Algorithmic Decision Making: Current State and Future Challenges (2019)Fair and Unbiased Algorithmic Decision Ma…The Measure and Mismeasure of Fairness (2018)The Measure and Mismeasure of…The Frontiers of Fairness in Machine Learning (2018)The Frontiers of Fairness in …Fairness in Criminal Justice Risk Assessments: The State of the Art (2018)Fairness in Criminal Justice …The problem of infra-marginality in outcome tests for discrimination (2017)The problem of infra-marginal…Human Decisions and Machine Predictions (2017)Human Decisions and Machine P…Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…Diversity in Big Data: A Review (2017)Diversity in Big Data: A Revi…Counterfactual Fairness (2017)Counterfactual FairnessAvoiding Discrimination through Causal Reasoning (2017)Avoiding Discrimination throu…Algorithmic Decision Making and the Cost of Fairness (2017)Algorithmic Decision Making a…Inherent Trade-Offs in the Fair Determination of Risk Scores (2016)Inherent Trade-Offs in the Fa…Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment (2016)Fairness Beyond Disparate Tre…Fairness Constraints: Mechanisms for Fair Classification (2015)Fairness Constraints: Mechani…Big Data's Disparate Impact (2014)Big Data's Disparate ImpactFairness through awareness (2012)Fairness through awarenessExtraneous factors in judicial decisions (2011)Extraneous factors in judicia…Reconstructing AI Ethics Principles: Rawlsian Ethics of Artificial Intelligence (2024)Reconstructing AI Ethics Prin…Liability Regimes in the Age of AI: a Use-Case Driven Analysis of the Burden of Proof (2023)Liability Regimes in the Age …Integrating Behavioral, Economic, and Technical Insights to Understand and Address Algorithmic Bias: A Human-Centric Perspective (2022)Integrating Behavioral, Econo…Gender Bias in Text: Origin, Taxonomy, and Implications (2021)Gender Bias in Text: Origin, …Tuning Fairness by Balancing Target Labels (2020)Tuning Fairness by Balancing …Experts, amateurs, and real estate: An anchoring-and-adjustment perspective on property pricing decisions (1987)The future of employment: How susceptible are jobs to computerisation? (2016)European Union Regulations on Algorithmic Decision Making and a “Right to Explanation” (2017)A Survey on Bias and Fairness in Machine Learning (2021)Incorporating Fairness into Game Theory and Economics (2011)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Princeton University Press (2017)Semantics derived automatically from language corpora contain human-like biases (2017)Equality of Opportunity in Supervised Learning (2016)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends? (1980)Racial Bias in Bail Decisions* (2018)Machine learning and human capital complementarities: Experimental evidence on bias mitigation (2020)Using machine learning to detect misstatements (2020)Structural Equations with Latent Variables. (1991)Testing Structural Equation Models. (1995)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Bias in data‐driven artificial intelligence systems—An introductory survey (2020)Fairness definitions explained (2018)Machine behaviour (2019)Algorithmic content moderation: Technical and political challenges in the automation of platform governance (2020)Fairness Beyond Disparate Treatment & Disparate Impact (2017)Algorithmic Fairness: Choices, Assumptions, and Definitions (2020)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)The ethics of algorithms: Mapping the debate (2016)
this work references cited by second hop

References

  • 2012Fairness through awareness3,501 cited
  • 2014Big Data's Disparate Impact3,046 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2011Extraneous factors in judicial decisions1,431 cited
  • 2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
  • 2017Human Decisions and Machine Predictions1,039 cited
  • 2017Counterfactual Fairness995 cited
  • 2018Fairness in Criminal Justice Risk Assessments: The State of the Art986 cited
  • 2016Inherent Trade-Offs in the Fair Determination of Risk Scores942 cited
  • 2015Fairness Constraints: Mechanisms for Fair Classification644 cited
  • 2016Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment559 cited
  • 2018The Measure and Mismeasure of Fairness445 cited
  • 2017Avoiding Discrimination through Causal Reasoning358 cited
  • 2018The Frontiers of Fairness in Machine Learning233 cited
  • 2017The problem of infra-marginality in outcome tests for discrimination154 cited
  • 2017Diversity in Big Data: A Review

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

140 cited

Cited by

  • 2024Reconstructing AI Ethics Principles: Rawlsian Ethics of Artificial Intelligence32 cited
  • 2022Integrating Behavioral, Economic, and Technical Insights to Understand and Address Algorithmic Bias: A Human-Centric Perspective26 cited
  • 2023Liability Regimes in the Age of AI: a Use-Case Driven Analysis of the Burden of Proof20 cited
  • 2021Gender Bias in Text: Origin, Taxonomy, and Implications20 cited
  • 2020Tuning Fairness by Balancing Target Labels16 cited