Value-Based Hybrid Intelligence
Burcu Sayin (Università degli Studi di Trento)
Jie Yang (TU Delft - Electrical Engineering, Mathematics and Computer Science)
Andrea Passerini (Università degli Studi di Trento)
Fabio Casati (ServiceNow)
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Abstract
In this paper, we argue that the way we have been training and evaluating ML models has largely forgotten the fact that they are applied in an organization or societal context as they provide value to people. We show that with this perspective we fundamentally change how we evaluate and select machine learning models.
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