Removing algorithmic discrimination (with minimal individual error)

DOI10.1016/J.TCS.2022.04.051OpenAlexW2806234340WikidataQ123142613 ScholiaQ123142613MaRDI QIDQ2672613

Lê Nguyen Hoang, Rachid Guerraoui, Alexandre Maurer, El-Mahdi El-Mhamdi

Publication date: 13 June 2022

Published in: Theoretical Computer Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1806.02510

zbMATH Keywords

linear programmingdiscriminationscore function

Mathematics Subject Classification ID

Theory of computing (68Qxx)

Uses Software

• word2vec

Cites Work

• Unnamed Item
• A polynomial-time algorithm, based on Newton's method, for linear programming
• Model-based and actual independence for fairness-aware classification
• An algorithm for removing sensitive information: application to race-independent recidivism prediction
• Fairness through awareness
• Polynomial algorithms in linear programming
• Ranking with Fairness Constraints
• Combinatorial optimization. Theory and algorithms.

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