Dennis Collaris

Benefits of Machine Learning Explanations: Improved Learning in an AI-assisted Sequence Prediction Task

Research in Explainable AI (XAI) has shown that explanations can improve users' understanding of AI models, improve user performance and potentially reduce overreliance on AI predictions. However, this is mostly evaluated by static rather than dynamic measures, and the role of XAI on learning over trials is rarely stu…