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Building Non-Discriminatory Algorithms in Selected Data

https://doi.org/10.2139/ssrn.4825988
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Data preprocessing techniques for classification without discrimination
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Asymptotic efficiency in semi-parametric models with censoring
inferredcites →https://doi.org/10.1016/j.amjcard.2020.10.019openalex-extracted
Usefulness of the American Heart Association's Ideal Cardiovascular Health Measure to Predict Long-term Major Adverse Cardiovascular Events (From the Heart SCORE Study)
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Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
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Predicting and Preventing Gun Violence: An Experimental Evaluation of READI Chicago
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Discrimination in Multiphase Systems: Evidence from Child Protection
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Measuring and Mitigating Racial Disparities in Tax Audits
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Human Decisions and Machine Predictions
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Racial Bias in Bail Decisions*
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RISK, RACE, AND RECIDIVISM: PREDICTIVE BIAS AND DISPARATE IMPACT*
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Predictably Unequal? The Effects of Machine Learning on Credit Markets
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Dissecting racial bias in an algorithm used to manage the health of populations
inferredcites →https://doi.org/10.1145/2783258.2783311openalex-extracted
Certifying and Removing Disparate Impact
inferredcites →https://doi.org/10.1145/3038912.3052660openalex-extracted
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment
inferredcites →https://doi.org/10.1145/3287560.3287564openalex-extracted
Fairness through Causal Awareness
inferredcites →https://doi.org/10.1145/3351095.3372851openalex-extracted
Counterfactual risk assessments, evaluation, and fairness
inferredcites →https://doi.org/10.1145/3442188.3445902openalex-extracted
Fairness in Risk Assessment Instruments
inferredcites →https://doi.org/10.1145/3491102.3501831openalex-extracted
How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions
inferredcites →https://doi.org/10.1145/3531146.3533167openalex-extracted
FADE: FAir Double Ensemble Learning for Observable and Counterfactual Outcomes
inferredcites →https://doi.org/10.1145/3603195.3603197openalex-extracted
Inherent Tradeoffs in the Fair Determination of Risk Scores
inferredcites →https://doi.org/10.1162/rest.a.1815openalex-extracted
Robust Design and Evaluation of Predictive Algorithms under Unobserved Confounding
inferredcites →https://doi.org/10.1177/0049124118782533openalex-extracted
Fairness in Criminal Justice Risk Assessments: The State of the Art
inferredcites →https://doi.org/10.1257/aer.20161503openalex-extracted
The Effects of Pre-Trial Detention on Conviction, Future Crime, and Employment: Evidence from Randomly Assigned Judges
inferredcites →https://doi.org/10.1257/aer.20201653openalex-extracted
Measuring Racial Discrimination in Bail Decisions
inferredcites →https://doi.org/10.1257/aer.20201860openalex-extracted
Judging Judge Fixed Effects
inferredcites →https://doi.org/10.1257/app.20210349openalex-extracted
Does Cash Bail Deter Misconduct?
inferredcites →https://doi.org/10.1257/pandp.20211080openalex-extracted
Measuring Racial Discrimination in Algorithms
inferredcites →https://doi.org/10.1257/pol.3.3.206openalex-extracted
Implementing Anti-Discrimination Policies in Statistical Profiling Models
inferredcites →https://doi.org/10.1371/journal.pmed.1004040openalex-extracted
Associations between low Apgar scores and mortality by race in the United States: A cohort study of 6,809,653 infants
inferredcites →https://doi.org/10.21034/iwp.104openalex-extracted
The Hidden Effects of Algorithmic Recommendations
inferredcites →https://doi.org/10.2139/ssrn.3016088openalex-extracted
Assessing Risk Assessment in Action
inferredcites →https://doi.org/10.2139/ssrn.3118358openalex-extracted
Estimating Hospital Quality with Quasi-Experimental Data
inferredcites →https://doi.org/10.2139/ssrn.3462379openalex-extracted
Equal Protection Under Algorithms: A New Statistical and Legal Framework
inferredcites →https://doi.org/10.2139/ssrn.3489440openalex-extracted
Algorithmic Risk Assessment in the Hands of Humans
inferredcites →https://doi.org/10.2139/ssrn.3513695openalex-extracted
Algorithmic Risk Assessment in the Hands of Humans
inferredcites →https://doi.org/10.2139/ssrn.4051254openalex-extracted
Systemic Discrimination: Theory and Measurement
inferredcites →https://doi.org/10.3386/w23180openalex-extracted
Human Decisions and Machine Predictions
inferredcites →https://doi.org/10.3386/w28948openalex-extracted
A Seven-College Experiment Using Algorithms to Track Students: Impacts and Implications for Equity and Fairness
inferredcites →https://doi.org/10.3386/w31490openalex-extracted
Discrimination in Multi-Phase Systems: Evidence from Child Protection
inferredcites →https://doi.org/10.3386/w31747openalex-extracted
Algorithmic Recommendations and Human Discretion
inferredcites →https://doi.org/10.4230/lipics.itcs.2017.43openalex-extracted
Inherent Trade-Offs in the Fair Determination of Risk Scores
inferredcites →https://doi.org/10.48550/arxiv.1610.02413openalex-extracted
Equality of Opportunity in Supervised Learning
inferredcites →https://doi.org/10.48550/arxiv.1702.06081openalex-extracted
Learning Non-Discriminatory Predictors
inferredcites →https://doi.org/10.48550/arxiv.1703.10651openalex-extracted
Reliable Decision Support using Counterfactual Models
inferredcites →https://doi.org/10.48550/arxiv.1709.02012openalex-extracted
On Fairness and Calibration
inferredcites →https://doi.org/10.48550/arxiv.1805.12317openalex-extracted
Multiaccuracy: Black-Box Post-Processing for Fairness in Classification
inferredcites →https://doi.org/10.48550/arxiv.1806.02887openalex-extracted
Residual Unfairness in Fair Machine Learning from Prejudiced Data
inferredcites →https://doi.org/10.48550/arxiv.2112.09975openalex-extracted
Algorithm Design: A Fairness-Accuracy Frontier
inferredcites →https://doi.org/10.36644/mlr.119.2.equalopenalex-snapshot
Equal Protection Under Algorithms: A New Statistical and Legal Framework
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