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cs.AI2024★ 1 cited
Unbiasing on the Fly: Explanation-Guided Human Oversight of Machine Learning System Decisions
Hussaini Mamman, Shuib Basri, Abdullateef Balogun +3
The widespread adoption of ML systems across critical domains like hiring, finance, and healthcare raises growing concerns about their potential for discriminatory decision-making…
cs.AI2023
Search-Based Fairness Testing: An Overview
Hussaini Mamman, Shuib Basri, Abdullateef Oluwaqbemiga Balogun +3
Artificial Intelligence (AI) has demonstrated remarkable capabilities in domains such as recruitment, finance, healthcare, and the judiciary. However, biases in AI systems raise et…