Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development
Simon Enni,
Ira Assent
Abstract:e in uence of machine learning (ML) is quickly spreading, and a number of recent technological innovations have applied ML as a central technology. However, ML development still requires a substantial amount of human expertise to be successful. e deliberation and expert judgment applied during ML development cannot be revisited or scrutinized if not properly documented, and this hinders the further adoption of ML technologies-especially in safety critical situations. In this paper, we present a method consisti… Show more
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