Interpretable and Fair Boolean Rule Sets via Column Generation

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Interpretable and Fair Boolean Rule Sets via Column Generation

16 November 2021

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Papers citing "Interpretable and Fair Boolean Rule Sets via Column Generation"

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Title
Understanding Fixed Predictions via Confined Regions Connor Lawless Tsui-Wei Weng Berk Ustun Madeleine Udell 245 1 0 22 Feb 2025
Bias Detection via Maximum Subgroup Discrepancy Jiří Němeček Mark Kozdoba Illia Kryvoviaz Tomáš Pevný Jakub Mareˇcek 498 2 0 04 Feb 2025
Explaining with Greater Support: Weighted Column Sampling Optimization for q-Consistent Summary-Explanations Chen Peng Zhengqi Dai Guangping Xia Yajie Niu Yihui Lei 138 0 0 09 Feb 2023
Bias Mitigation for Machine Learning Classifiers: A Comprehensive SurveyACM Journal on Responsible Computing (JRC), 2022 Max Hort Zhenpeng Chen Jie M. Zhang Mark Harman Federica Sarro FaML AI4CE 265 230 0 14 Jul 2022
Rule Generation for Classification: Scalability, Interpretability, and FairnessComputers & Operations Research (Comput. Oper. Res.), 2021 Tabea E. Rober Adia C. Lumadjeng M. Akyuz cS. .Ilker Birbil 465 4 0 21 Apr 2021