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An Introduction to Algorithmic Fairness
In recent years, there has been an increasing awareness of both the publ...
05/12/2021 ∙ by Hilde J. P. Weerts, et al. ∙
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Importance of Tuning Hyperparameters of Machine Learning Algorithms
The performance of many machine learning algorithms depends on their hyp...
07/15/2020 ∙ by Hilde J. P. Weerts, et al. ∙
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Case-Based Reasoning for Assisting Domain Experts in Processing Fraud Alerts of Black-Box Machine Learning Models
In many contexts, it can be useful for domain experts to understand to w...
07/07/2019 ∙ by Hilde J. P. Weerts, et al. ∙
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A Human-Grounded Evaluation of SHAP for Alert Processing
In the past years, many new explanation methods have been proposed to ac...
07/07/2019 ∙ by Hilde J. P. Weerts, et al. ∙
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