Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

Learning Fair and Transferable Representations with Theoretical Guarantees

16 references·3 citing·30 second hop

FromToDepth

this work references cited by second hop

References

2018Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification3,509 cited
2014Big Data's Disparate Impact3,046 cited
2016Equality of Opportunity in Supervised Learning2,535 cited
2015Certifying and Removing Disparate Impact1,827 cited
2013Learning Fair Representations1,126 cited
2018Fairness definitions explained1,125 cited
2012Fairness-Aware Classifier with Prejudice Remover Regularizer694 cited
2019Actionable Auditing650 cited
2017Fairness Beyond Disparate Treatment & Disparate Impact630 cited
2016Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment559 cited
2017On Fairness and Calibration509 cited
2017Optimized Pre-Processing for Discrimination Prevention459 cited
2018Learning Adversarially Fair and Transferable Representations387 cited
2018A Reductions Approach to Fair Classification364 cited
2017Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations282 cited
2019Path-Specific Counterfactual Fairness

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

246 cited

Cited by

2022Image fairness in deep learning: problems, models, and challenges19 cited
2020FairNN - Conjoint Learning of Fair Representations for Fair Decisions17 cited
2023Fix Fairness, Don’t Ruin Accuracy: Performance Aware Fairness Repair using AutoML15 cited