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Debiaser for Multiple Variables (DEMV)
DEMV is a Debiaser for Multiple Variables that aims to increase Fairness in any given dataset, both binary and categorical, with one or more sensitive variables, while keeping...-
ipynb
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ipynb
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FAIR-Edu: Gender Bias in Academic Promotion Dataset
Pseudo anonymized dataset on the publications made by researchers and professors in the Italian Informatics Community (Computer Science + Computer Engineering). Each sample is... -
Debiaser for Multiple Variables
Debiaser for Multiple Variables This repository contains the implementation of DEMV algorithm described in the paper: Enhancing Fairness in Classification Tasks with Multiple...