Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

13 references·5 citing·36 second hop

FromToDepth

this work references cited by second hop

References

2012Fairness through awareness3,501 cited
2018Fairness definitions explained1,125 cited
2018Deep learning models for bankruptcy prediction using textual disclosures480 cited
2020Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation285 cited
2019Uncovering and Mitigating Algorithmic Bias through Learned Latent Structure205 cited
2018Automated directed fairness testing200 cited
2017FairTest: Discovering Unwarranted Associations in Data-Driven Applications171 cited
2018Software fairness138 cited
2020White-box fairness testing through adversarial sampling138 cited
2021Fair preprocessing: towards understanding compositional fairness of data transformers in machine learning pipeline107 cited
2020Do the machine learning models on a crowd sourced platform exhibit bias? an empirical study on model fairness99 cited
2021"Ignorance and Prejudice" in Software Fairness80 cited
2021Fair Preprocessing: Towards Understanding Compositional Fairness of Data Transformers in Machine Learning Pipeline75 cited

Cited by

2024Fairness Improvement with Multiple Protected Attributes: How Far Are We?46 cited
2023

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

Towards Understanding Fairness and its Composition in Ensemble Machine Learning

36 cited

2024FairBalance: How to Achieve Equalized Odds With Data Pre-Processing16 cited

2024RUNNER: Responsible UNfair NEuron Repair for Enhancing Deep Neural Network Fairness14 cited

2024NeuFair: Neural Network Fairness Repair with Dropout14 cited