Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

Average Individual Fairness: Algorithms, Generalization and Experiments

13 references·5 citing·36 second hop

FromToDepth

this work references cited by second hop

References

2012Fairness through awareness3,545 cited
2016Equality of Opportunity in Supervised Learning2,733 cited
2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,270 cited
2016Inherent Trade-Offs in the Fair Determination of Risk Scores1,433 cited
2011Online Learning and Online Convex Optimization1,170 cited
2005The New York City High School Match655 cited
2017Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness446 cited
2016Fairness in Learning: Classic and Contextual Bandits199 cited
2019An Empirical Study of Rich Subgroup Fairness for Machine Learning197 cited
2019Multiaccuracy189 cited
2018Fairness Through Computationally-Bounded Awareness89 cited
2018Online Learning with an Unknown Fairness Metric73 cited
2018Probably Approximately Metric-Fair Learning40 cited

Cited by

2020A Fair Classifier Using Mutual Information23 cited
2023Mitigating Multisource Biases in Graph Neural Networks via Real Counterfactual Samples20 cited
2022

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

Optimising Equal Opportunity Fairness in Model Training

19 cited

2023Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools19 cited

2022Algorithmic Fairness and Statistical Discrimination12 cited