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Fairness of Classification Using Users’ Social Relationships in Online Peer-To-Peer Lending
16 references·0 citing·31 second hop
Fairness of Classification Using Users’ Social Relationships in Online Peer-To-Peer Lending (2020)Fairness of Classification Using Users’ S…Counterfactual Fairness in Text Classification through Robustness (2019)Counterfactual Fairness in Te…Fairness Beyond Disparate Treatment & Disparate Impact (2017)Fairness Beyond Disparate Tre…Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…Counterfactual Fairness (2017)Counterfactual FairnessFairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment (2016)Fairness Beyond Disparate Tre…Equality of Opportunity in Supervised Learning (2016)Equality of Opportunity in Su…The Black Box Society (2015)The Black Box SocietyCertifying and Removing Disparate Impact (2015)Certifying and Removing Dispa…Credit Scoring with Social Network Data (2014)Credit Scoring with Social Ne…Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending (2012)Judging Borrowers by the Comp…Fairness-Aware Classifier with Prejudice Remover Regularizer (2012)Fairness-Aware Classifier wit…Fairness through awareness (2012)Fairness through awarenessEnhancing financial performance with social media: An impression management perspective (2012)Enhancing financial performan…Do Social Networks Solve Information Problems for Peer-to-Peer Lending? Evidence from Prosper.com (2011)Do Social Networks Solve Info…Three naive Bayes approaches for discrimination-free classification (2010)Three naive Bayes approaches …Classifying without discriminating (2009)Classifying without discrimin…Discrimination-aware data mining (2008)Fair, Transparent, and Accountable Algorithmic Decision-making Processes (2017)Trustworthy Artificial Intelligence: A Review (2022)Fairness in Machine Learning: A Survey (2023)Uniform Guidelines on Employee Selection Procedures (2007)European Union Regulations on Algorithmic Decision Making and a “Right to Explanation” (2017)Semantics derived automatically from language corpora contain human-like biases (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)Big Data's Disparate Impact (2014)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Structural Equations with Latent Variables. (1991)Testing Structural Equation Models. (1995)Fairness definitions explained (2018)Bias in data‐driven artificial intelligence systems—An introductory survey (2020)The Strength of Weak Ties (1973)Economic Action and Social Structure: The Problem of Embeddedness (1985)Social Capital in the Creation of Human Capital (1988)Trust and Credit: The Role of Appearance in Peer-to-peer Lending (2012)Internal Social Capital and the Attraction of Early Contributions in Crowdfunding (2014)Fintech and banking: What do we know? (2019)AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias (2019)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)Algorithms at Work: The New Contested Terrain of Control (2019)When data is capital: Datafication, accumulation, and extraction (2019)What Do Platforms Do? Understanding the Gig Economy (2020)Fairness of Exposure in Rankings (2018)Algorithmic Fairness: Choices, Assumptions, and Definitions (2020)
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References

  • 2015The Black Box Society3,781 cited
  • 2012Fairness through awareness3,501 cited
  • 2016Equality of Opportunity in Supervised Learning2,535 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 2012Judging Borrowers by the Company They Keep: Friendship Networks and Information Asymmetry in Online Peer-to-Peer Lending1,299 cited
  • 2017Counterfactual Fairness995 cited
  • 2010Three naive Bayes approaches for discrimination-free classification756 cited
  • 2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
  • 2017Fairness Beyond Disparate Treatment & Disparate Impact630 cited
  • 2016Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment559 cited
  • 2009Classifying without discriminating403 cited
  • 2012Enhancing financial performance with social media: An impression management perspective209 cited
  • 2019Counterfactual Fairness in Text Classification through Robustness200 cited
  • 2011Do Social Networks Solve Information Problems for Peer-to-Peer Lending? Evidence from Prosper.com

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168 cited
  • 2014Credit Scoring with Social Network Data163 cited
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