Debiasing the Bias Blind Spot via Explanation
The bias blind spot (BBS) is a tendency for individuals to believe that they are less susceptible to cognitive biases (gambler's fallacy, confirmation bias, etc.) than the average other person.
Jonathan A. Fugelsang, Greg Shaikevich
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Improving Fairness in Doubly Imbalanced Datasets. [PDF]
Sci RepYalcin A +6 more
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A systematic pipeline for diagnosing and reducing gender-stereotype bias in Japanese PLMs for sentiment analysis. [PDF]
Front Artif IntellLiu Y, Li Z.
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Algorithmic bias in surgical risk prediction models and its impact on patient safety: a review. [PDF]
Patient Saf SurgAhmed MM.
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Mitigating bias in multilabel medical text classification: a cooperative training framework with dynamic debiasing. [PDF]
BioinformaticsLi P, Zhang X, Hu X, Lin Z, Zhou D.
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Feature-weighted maximum representative subsampling. [PDF]
Sci RepHauptmann T, Kramer S.
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Adversarial Debiasing for Equitable and Fair Detection of Acute Coronary Syndrome Using 12-Lead ECG. [PDF]
IEEE Trans Biomed EngJi RQ +12 more
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The limits of debiased clinical language models for cross-hospital generalization. [PDF]
Sci RepGuo A +5 more
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The debiasing paradox: cognitive biases in judicial adjudication of valuation adjustment mechanisms across Chinese and American courts. [PDF]
Front PsycholGao Z.
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TDRPFormer: Texture-Debiased Reliable Prototype Transformer for Pixel-Level Steel Surface Defect Segmentation. [PDF]
Sensors (Basel)Zhu M, Li Z, Sun H, Wang Y, Wang J.
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