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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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Rahul Haripriya, Nilay Khare, Manish Pandey, Shrijal Patel, Jaytrilok Choudhary, Dhirendra Pratap Singh, Surendra Solanki, Duansh Sharma
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Federated learning responsible AI decision making machine learning data mining collaborative AI
Online Access:	https://ieeexplore.ieee.org/document/11075742/