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The Discriminating (Pricing) Actuary
16 references·0 citing·44 second hop
The Discriminating (Pricing) Actuary (2021)The Discriminating (Pricing) ActuaryInherent Tradeoffs in the Fair Determination of Risk Scores (2023)Inherent Tradeoffs in the Fai…Proxy Discrimination in the Age of Artificial Intelligence and Big Data (2020)Proxy Discrimination in the A…How Do Fairness Definitions Fare? (2019)How Do Fairness Definitions F…Consumer-Lending Discrimination in the FinTech Era (2019)Consumer-Lending Discriminati…http://www.3ieimpact.org/en/publications/3ie-impact-evaluation-reports/3ie-impact-evaluations/impact-evaluation-report-71/ (2018)http://www.3ieimpact.org/en/p…The Routledge Handbook of the Ethics of Discrimination (2017)The Routledge Handbook of the…Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data (2017)Fairer machine learning in th…National Association of Insurance Commissioners (2016)National Association of Insur…Big Data's Disparate Impact (2014)Big Data's Disparate ImpactA multidisciplinary survey on discrimination analysis (2013)A multidisciplinary survey on…Fairness-Aware Classifier with Prejudice Remover Regularizer (2012)Fairness-Aware Classifier wit…Data preprocessing techniques for classification without discrimination (2011)Data preprocessing techniques…Discrimination Aware Decision Tree Learning (2010)Discrimination Aware Decision…Data mining for discrimination discovery (2010)Data mining for discriminatio…Generalized Linear Models for Insurance Data (2008)Generalized Linear Models for…Official Journal of the European Communities (1984)Official Journal of the Europ…Three naive Bayes approaches for discrimination-free classification (2010)The Filter Bubble: What the Internet Is Hiding from You (2011)Fairness through awareness (2012)Certifying and Removing Disparate Impact (2015)Fairness and Abstraction in Sociotechnical Systems (2019)A Survey on Bias and Fairness in Machine Learning (2021)Discrimination-aware data mining (2008)Classifying without discriminating (2009)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Fairness and Bias in Artificial Intelligence: A Brief Survey of Sources, Impacts, and Mitigation Strategies (2023)The American Psychological Association (1919)Male-Female Wage Differentials in Urban Labor Markets (1973)Stereotype threat and the intellectual test performance of African Americans. (1995)Equality of Opportunity in Supervised Learning (2016)The ethics of algorithms: Mapping the debate (2016)Job Market Signaling (1973)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Power-Law Distributions in Empirical Data (2009)Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Mitigating Unwanted Biases with Adversarial Learning (2018)The Logic of Collective Action: Public Goods and the Theory of Groups. (1966)The Iron Cage Revisited: Institutional Isomorphism and Collective Rationality in Organizational Fields (1983)Sorting Things Out (1999)Improving Fairness in Machine Learning Systems (2019)The global landscape of AI ethics guidelines (2019)The Ethics of AI Ethics: An Evaluation of Guidelines (2020)Higher education as a filter (1973)Wage Discrimination: Reduced Form and Structural Estimates (1973)Algorithmic bias in data-driven innovation in the age of AI (2021)Household Finance (2021)Predictably Unequal? The Effects of Machine Learning on Credit Markets (2021)Gaydar: Facebook friendships expose sexual orientation (2009)Private traits and attributes are predictable from digital records of human behavior (2013)How the machine ‘thinks’: Understanding opacity in machine learning algorithms (2016)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Bias in data‐driven artificial intelligence systems—An introductory survey (2020)Trustworthy Artificial Intelligence: A Review (2022)Fairness in Machine Learning: A Survey (2023)Environmental management of a tourist destination (2000)The Government of Risk (2001)Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Multivariate Frequency-Severity Regression Models in Insurance (2016)Health-related quality of life measured with the EQ-5D-5L: estimation of normative index values based on a representative German population sample and value set (2019)Quality of life under the COVID-19 quarantine (2021)
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References

  • 1984Official Journal of the European Communities4,091 cited
  • 2014Big Data's Disparate Impact3,281 cited
  • 2011Data preprocessing techniques for classification without discrimination1,344 cited
  • 2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
  • 2017Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data539 cited
  • 2008Generalized Linear Models for Insurance Data468 cited
  • 2023Inherent Tradeoffs in the Fair Determination of Risk Scores347 cited
  • 2010Discrimination Aware Decision Tree Learning303 cited
  • 2013A multidisciplinary survey on discrimination analysis288 cited
  • 2019Consumer-Lending Discrimination in the FinTech Era212 cited
  • 2016National Association of Insurance Commissioners208 cited
  • 2017The Routledge Handbook of the Ethics of Discrimination170 cited
  • 2010Data mining for discrimination discovery167 cited
  • 2019How Do Fairness Definitions Fare?157 cited
  • 2020Proxy Discrimination in the Age of Artificial Intelligence and Big Data151 cited
  • 2018http://www.3ieimpact.org/en/publications/3ie-impact-evaluation-reports/3ie-impact-evaluations/impact-evaluation-report-71/

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