Results for 'Borhane Hamelin'

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Borhane Blili-Hamelin
Columbia University (PhD)
  1. Making Intelligence: Ethics, IQ, and ML Benchmarks.Borhane Blili-Hamelin & Leif Hancox-Li - manuscript
    The ML community recognizes the importance of anticipating and mitigating the potential negative impacts of benchmark research. In this position paper, we argue that more attention needs to be paid to areas of ethical risk that lie at the technical and scientific core of ML benchmarks. We identify overlooked structural similarities between human IQ and ML benchmarks. Human intelligence and ML benchmarks share similarities in setting standards for describing, evaluating and comparing performance on tasks relevant to intelligence. This enables us (...)
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  2.  66
    A Framework for Assurance Audits of Algorithmic Systems.Benjamin Lange, Khoa Lam, Borhane Hamelin, Davidovic Jovana, Shea Brown & Ali Hasan - forthcoming - Proceedings of the 2024 Acm Conference on Fairness, Accountability, and Transparency.
    An increasing number of regulations propose the notion of ‘AI audits’ as an enforcement mechanism for achieving transparency and accountability for artificial intelligence (AI) systems. Despite some converging norms around various forms of AI auditing, auditing for the purpose of compliance and assurance currently have little to no agreed upon practices, procedures, taxonomies, and standards. We propose the ‘criterion audit’ as an operationalizable compliance and assurance external audit framework. We model elements of this approach after financial auditing practices, and argue (...)
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  3. Why did the mayor of Hamelin not pay?Terence Rajivan Edward - manuscript
    This paper presents an explanation for why the mayor of Hamelin did not pay, by means of a fiction. It is probably influenced by films or children’s television that I have forgotten.
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