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The WU Vienna Center for Strategic Business Analytics brings together researchers, industry professionals, and students to conduct cutting-edge, world-class research in data-driven decision making. Utilizing the diverse methodological expertise of its members, it facilitates the application of data science techniques for business problems. 

New Research Article on Algorithmic Fairness

11/08/2022

How does imputation of missing data impact the fairness of predictions from Machine Learning (ML) models?

This important, yet previously under-addressed question is the focus of a newly published article in the Journal of Artificial Intelligence Research. Together with colleagues from Ireland and the US, CSBA director Dr. Christian Haas shows that different imputation strategies can have a significant effect on the resulting fairness of predictions, raising awareness that Algorithmic Fairness considerations need to be considered in all steps of a Data Analytics and Machine Learning pipeline.

Read the (open access) article here.

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