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The Pursuit of Fairness in Artificial Intelligence Models: A Survey
March 27, 2024, 4:42 a.m. | Tahsin Alamgir Kheya, Mohamed Reda Bouadjenek, Sunil Aryal
cs.LG updates on arXiv.org arxiv.org
Abstract: Artificial Intelligence (AI) models are now being utilized in all facets of our lives such as healthcare, education and employment. Since they are used in numerous sensitive environments and make decisions that can be life altering, potential biased outcomes are a pressing matter. Developers should ensure that such models don't manifest any unexpected discriminatory practices like partiality for certain genders, ethnicities or disabled people. With the ubiquitous dissemination of AI systems, researchers and practitioners are …
abstract artificial artificial intelligence arxiv cs.ai cs.cy cs.lg decisions developers education employment environments fairness healthcare intelligence life matter survey type
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