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 Variables: a Data- and Model-Agnostic Approach.

Refer to the Github repository for a more detailed description of the repository content.

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Additional Info
Field Value
Accessibility Both
AccessibilityMode Download
Availability On-Line
Basic rights Download
CreationDate 2022-02-21
Creator D'Aloisio, Giordano, giordano.daloisio@graduate.univaq.it, orcid.org/0000−0001−7388−890X
Field/Scope of use Non-commercial only
License term To use this method you must cite the related paper
Owner D'Aloisio, Giordano, giordano.daloisio@graduate.univaq.it, orcid.org/0000−0001−7388−890X
ProgrammingLanguage Python
RelatedPaper DOI: 10.1007/978-3-031-09316-6_11
Sublicense rights No
Territory of use World Wide
ThematicCluster Social Data
UsageMode Download
system:type TerritoriAperti: Method
Management Info
Field Value
Source https://github.com/giordanoDaloisio/demv2022
Author d'Aloisio Giordano
Maintainer d'Aloisio Giordano
Version 1
Last Updated 28 October 2022, 13:55 (CEST)
Created 28 October 2022, 13:55 (CEST)