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Communicating Uncertainty in Explanations of the Outcomes of Machine Learning Models

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conference contribution
posted on 2025-05-05, 04:37 authored by Ingrid ZukermanIngrid Zukerman, Sameen Maruf
<p dir="ltr">We conducted a user study to determine which factors influence users’ acceptance of predictions made by Machine Learning models, and how two types of uncertainty representations affect users’ views about explanations.</p>

Funding

Explaining the outcomes of complex computational models

Australian Research Council

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