SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
The Social Cost of Strategic Classification
9 references·16 citing·37 second hop
The Social Cost of Strategic Classification (2019)The Social Cost of Strategic Classificati…Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments (2017)Fair Prediction with Disparat…Equality of Opportunity in Supervised Learning (2016)Equality of Opportunity in Su…The Scored Society: Due Process for Automated Predictions (2014)The Scored Society: Due Proce…Big Data's Disparate Impact (2014)Big Data's Disparate ImpactAIDR (2014)AIDRThe Missing "One-Offs": The Hidden Supply of High-Achieving, Low Income Students (2012)The Missing "One-Offs": The H…Fairness through awareness (2012)Fairness through awareness‘Improving ratings’: audit in the British University system (1997)‘Improving ratings’: audit in…Stochastic Dominance and Expected Utility: Survey and Analysis (1992)Stochastic Dominance and Expe…What-is and How-to for Fairness in Machine Learning: A Survey, Reflection, and Perspective (2023)What-is and How-to for Fairne…On Fairness and Calibration (2023)On Fairness and CalibrationMitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices (2023)Mitigating Bias in Algorithmi…Characterizing Manipulation from AI Systems (2023)Characterizing Manipulation f…A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems (2023)A Classification of Feedback …Algorithmic Transparency with Strategic Users (2022)Algorithmic Transparency with…Improving Information from Manipulable Data (2021)Improving Information from Ma…Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness (2021)Bridging Machine Learning and…Algorithmic Fairness and the Situated Dynamics of Justice (2021)Algorithmic Fairness and the …The philosophical basis of algorithmic recourse (2020)The philosophical basis of al…The disparate equilibria of algorithmic decision making when individuals invest rationally (2020)The disparate equilibria of a…Performative Prediction (2020)Performative PredictionOn Consequentialism and Fairness (2020)On Consequentialism and Fairn…How to Talk When a Machine is Listening?: Corporate Disclosure in the Age of AI (2020)How to Talk When a Machine is…The Disparate Effects of Strategic Manipulation (2019)The Disparate Effects of Stra…How Do Classifiers Induce Agents to Invest Effort Strategically? (2019)How Do Classifiers Induce Age…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)A Survey on Bias and Fairness in Machine Learning (2021)Governing the soul: the shaping of the private self (1990)Reflexive modernization: politics, tradition and aesthetics in the modern social order (1995)The New production of knowledge: the dynamics of science and research in contemporary societies (1995)Audit culture and Illiberal governance (2008)Trustworthy Online Controlled Experiments (2020)Misinformation in and about science (2021)The Effect of Attending the Flagship State University on Earnings: A Discontinuity-Based Approach (2009)The Role of Application Assistance and Information in College Decisions: Results from the H&R Block Fafsa Experiment* (2012)What happens before? A field experiment exploring how pay and representation differentially shape bias on the pathway into organizations. (2015)Limitations of human capital theory (2017)Mobility Report Cards: The Role of Colleges in Intergenerational Mobility (2017)Crossing the Finish Line: Completing College at America’s Public Universities (2018)CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)Prospect theory: An analysis of decision under risk (1988)From stochastic dominance to mean-risk models: Semideviations as risk measures (1999)Markowitz Revisited: Mean-Variance Models in Financial Portfolio Analysis (2001)Dual Stochastic Dominance and Related Mean-Risk Models (2002)Theory of games and economic behavior (2019)Job Market Signaling (1973)Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2017)Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor (2018)Test Design Under Falsification (2022)The Threat of Algocracy: Reality, Resistance and Accommodation (2016)Artificial Intelligence and the Public Sector—Applications and Challenges (2018)Artificial Intelligence in Society (2019)Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages (2016)Social Media in Crisis Management: An Evaluation and Analysis of Crisis Informatics Research (2018)Applications of artificial intelligence for disaster management (2020)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Dissecting racial bias in an algorithm used to manage the health of populations (2019)Fairness and Abstraction in Sociotechnical Systems (2019)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
  • 2016Equality of Opportunity in Supervised Learning2,535 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 1992Stochastic Dominance and Expected Utility: Survey and Analysis843 cited
  • 1997‘Improving ratings’: audit in the British University system698 cited
  • 2014The Scored Society: Due Process for Automated Predictions523 cited
  • 2012The Missing "One-Offs": The Hidden Supply of High-Achieving, Low Income Students510 cited
  • 2014AIDR471 cited

Cited by

  • 2019The Disparate Effects of Strategic Manipulation135 cited
  • 2020The philosophical basis of algorithmic recourse116 cited
  • 2019How Do Classifiers Induce Agents to Invest Effort Strategically?107 cited
  • 2020How to Talk When a Machine is Listening?: Corporate Disclosure in the Age of AI94 cited
  • 2020Performative Prediction82 cited
  • 2021Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness79 cited
  • 2021

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

Improving Information from Manipulable Data
72 cited
  • 2023Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices65 cited
  • 2023Characterizing Manipulation from AI Systems65 cited
  • 2022Algorithmic Transparency with Strategic Users47 cited
  • 2020The disparate equilibria of algorithmic decision making when individuals invest rationally47 cited
  • 2023On Fairness and Calibration45 cited
  • 2020On Consequentialism and Fairness39 cited
  • 2021Algorithmic Fairness and the Situated Dynamics of Justice38 cited
  • 2023A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems32 cited
  • 2023What-is and How-to for Fairness in Machine Learning: A Survey, Reflection, and Perspective30 cited