A blot on the profession

By F. Lefford, V. Van Someren. 1988

How researchers see this paper

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Open the Black Box Data-Driven Explanation of Black Box Decision Systems (2018, background): “The program was found to unfairly discriminate against women and ethnic minorities, inferred from surnames and place of birth, lowering their chances of being selected for interview [30].”
Regulatory Mechanisms and Algorithms towards Trust in AI / ML (2017, methodology): “Georges Hospital in the United Kingdom in where an algorithm for admission decision was developed based on the previous decisions by the admissions committee [Lowry and Macpherson, 1988].”
Privacy Risks of Explaining Machine Learning Models (2019, background): “systematically mis-classifying some subgroup of their client base [7], or facing the negative consequences of an automated decision [23]) ; nally, clients (i.”