Efficient fair principal component analysis

DOI10.1007/s10994-021-06100-9OpenAlexW4205652395MaRDI QIDQ2102413

Mohammad Mahdi Kamani, Rana Forsati, Mehrdad Mahdavi, Farzin Haddadpour

Publication date: 28 November 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1911.04931

zbMATH Keywords

fairnessdimension reductionPCAPareto efficient

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• NBI

Cites Work

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• Optimization hierarchy for fair statistical decision problems
• A discussion of scalarization techniques for multiple objective integer programming
• Fairness through awareness
• Understanding Machine Learning

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