FAIRTOPIA proposes a three-layer, multi-agent architecture for continuous AI fairness guardianship, but offers only a conceptual design and no validation.
Bias mitigation for machine learning classifiers: A comprehensive survey
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FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines
FAIRTOPIA proposes a three-layer, multi-agent architecture for continuous AI fairness guardianship, but offers only a conceptual design and no validation.