CORDIS Project
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The project investigates how human agency over machine learning models affects understanding and decision-making. By allowing users to actively engage with the model's predictions and training data, it aims to enhance comprehension and responsibility regarding model deployment in critical applications like recruitment…
Human agency over machine learning (ML) models refers to individuals' ability to monitor and act on the behavior of a trained ML model.
In practice, ML experts have strong agency on ML systems, from choosing training data to monitoring performance metrics.
Beyond them, few other stakeholders are granted the capacity to act on the system. HAMLU investigates how human agency over ML systems shapes our understanding of ML models.
Do users better understand an ML model when they can actively explore…
LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN
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