Fairness-enhancing interventions in stream classification

The wide spread usage of automated data-driven decision support systems has raised a lot of concerns regarding accountability and fairness of the employed models in the absence of human supervision. Existing fairness-aware approaches tackle fairness as a batch learning problem and aim at learning a...

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Bibliographic details
Main Author: Iosifidis, Vasileios
Tran, Thi Ngoc Han
Ntoutsi, Eirini
Format: Journal Article
Language: English
Place of publication: 16.07.2019
Data of publication: 2019-07-16
Online Access: Fulltext
Database: arXiv Statistics
arXiv.org
arXiv Computer Science
Database information Databases - DBIS