Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Learning fair representations via an adversarial framework

16 references·6 citing·24 second hop

FromToDepth

this work references cited by second hop

References

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
2018Mitigating Unwanted Biases with Adversarial Learning1,387 cited
2011Data preprocessing techniques for classification without discrimination1,304 cited
2017Algorithmic Decision Making and the Cost of Fairness1,149 cited
2013Learning Fair Representations1,126 cited
2016Inherent Trade-Offs in the Fair Determination of Risk Scores942 cited
2019Improving Fairness in Machine Learning Systems776 cited
2010Three naive Bayes approaches for discrimination-free classification756 cited
2013Discrimination in online ad delivery751 cited
2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
2015Automated Experiments on Ad Privacy Settings664 cited
2017On Fairness and Calibration509 cited
2013Discrimination in Online Ad Delivery

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

477 cited

Cited by

2021Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination38 cited
2021Socially Responsible AI Algorithms: Issues, Purposes, and Challenges33 cited
2025Towards Fair AI: Mitigating Bias in Credit Decisions—A Systematic Literature Review30 cited
2022An information theoretic approach to reducing algorithmic bias for machine learning27 cited
2021FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes26 cited
2022On the fairness of generative adversarial networks (GANs)21 cited