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FairNN - Conjoint Learning of Fair Representations for Fair Decisions.

, , , , , , and . Discovery Science, volume 12323 of Lecture Notes in Computer Science, Springer International Publishing, (2020)
DOI: 10.1007/978-3-030-61527-7_38

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Fairness-enhancing interventions in stream classification., , and . CoRR, (2019)Bias in data-driven artificial intelligence systems—An introductory survey, , , , , , , , , and 13 other author(s). WIREs Data Mining and Knowledge Discovery, (February 2020)Bias in data-driven artificial intelligence systems - An introductory survey., , , , , , , , , and 13 other author(s). Wiley Interdiscip. Rev. Data Min. Knowl. Discov., (2020)FairNN - Conjoint Learning of Fair Representations for Fair Decisions., , , , , , and . Discovery Science, volume 12323 of Lecture Notes in Computer Science, Springer International Publishing, (2020)Tracking the History and Evolution of Entities: Entity-centric Temporal Analysis of Large Social Media Archives., , , and . CoRR, (2018)FAE: A Fairness-Aware Ensemble Framework, , and . inproceedings, IEEE BigData, (December 2019)FAE: A Fairness-Aware Ensemble Framework., , and . CoRR, (2020)A survey on datasets for fairness-aware machine learning, , , , and . WIREs Data Mining and Knowledge Discovery, (March 2022)FairNN - Conjoint Learning of Fair Representations for Fair Decisions, , , , , , and . 23rd International Conference on Discovery Science, (October 2020)Code available: https://github.com/wtliao/FairNN.A survey on datasets for fairness‐aware machine learning, , , and . (Oct 1, 2021)