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cs.LG2024
Fairness without Sensitive Attributes via Knowledge Sharing
Hongliang Ni, Lei Han, Tong Chen +2
While model fairness improvement has been explored previously, existing methods invariably rely on adjusting explicit sensitive attribute values in order to improve model fairness…
cs.CL2024★ 1 cited
Identification of Regulatory Requirements Relevant to Business Processes: A Comparative Study on Generative AI, Embedding-based Ranking, Crowd and Expert-driven Methods
Catherine Sai, Shazia Sadiq, Lei Han +2
Organizations face the challenge of ensuring compliance with an increasing amount of requirements from various regulatory documents. Which requirements are relevant depends on aspe…