FWFA: Fairness-Weighted Federated Aggregation for Privacy-Aware Decision Intelligence

Ensuring fairness in automated decision-making is a critical challenge, especially in organizational contexts like recruitment, performance evaluation, and promotion. As machine learning (ML) and artificial intelligence (AI) increasingly influence such decisions, promoting responsible AI that minimi...

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Bibliografiset tiedot
Päätekijät:	Rahul Haripriya, Nilay Khare, Manish Pandey, Shrijal Patel, Jaytrilok Choudhary, Dhirendra Pratap Singh, Surendra Solanki, Duansh Sharma
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	IEEE 2025-01-01
Sarja:	IEEE Access
Aiheet:	Federated learning responsible AI decision making machine learning data mining collaborative AI
Linkit:	https://ieeexplore.ieee.org/document/11075742/
Tagit:	Lisää tagi Ei tageja, Lisää ensimmäinen tagi!

FWFA: Fairness-Weighted Federated Aggregation for Privacy-Aware Decision Intelligence

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