Jun 11, 2022 · In this paper, we contribute a broad analysis of 13 fair classification approaches and additional variants, over their correctness, fairness, efficiency, ...
Jan 18, 2021 · Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. Authors:Maliha Tashfia Islam, Anna Fariha, ...
Sep 30, 2024 · To the best of our knowledge, this is the first study and evaluation of fair classification approaches through a data management lens. Other ...
Sep 30, 2024 · To the best of our knowledge, this is the first study and evaluation of fair classification approaches through a data management lens. Other ...
Experimental Analysis and Evaluation of Fair Classification
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A broad analysis of 13 fair classification approaches and additional variants is contributed, over their correctness, fairness, efficiency, scalability, ...
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. by Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou, Babak ...
Data management research is showing an increasing presence and interest in topics related to data and algorithmic fairness, including the topic of fair ...
Algorithmic fairness has been studied extensively by researchers in machine learning and data management communities, among many others. Several technical ...
May 23, 2022 · Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. 64 views · 2 years ago ...more. Try YouTube ...
This repository is used to provide a comparative analysis of 13 fair classification approaches and their variations.