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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...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Rahul Haripriya, Nilay Khare, Manish Pandey, Shrijal Patel, Jaytrilok Choudhary, Dhirendra Pratap Singh, Surendra Solanki, Duansh Sharma
Format: Artigo
Sprache:Inglês
Veröffentlicht: IEEE 2025-01-01
Schriftenreihe:IEEE Access
Schlagworte:
Federated learning
responsible AI
decision making
machine learning
data mining
collaborative AI
Online-Zugang:https://ieeexplore.ieee.org/document/11075742/
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