Value-Based Hybrid Intelligence
Burcu Sayin (Università degli Studi di Trento)
Jie Yang (TU Delft - Web Information Systems)
Andrea Passerini (Università degli Studi di Trento)
Fabio Casati (ServiceNow)
More Info
expand_more
Other than for strictly personal use, it is not permitted to download, forward or distribute the text or part of it, without the consent of the author(s) and/or copyright holder(s), unless the work is under an open content license such as Creative Commons.
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.