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08/30/2023
Training Towards Critical Use: Learning to Situate AI Predictions Relative to Human Knowledge
A growing body of research has explored how to support humans in making ...
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02/22/2023
Counterfactual Prediction Under Outcome Measurement Error
Across domains such as medicine, employment, and criminal justice, predi...
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02/13/2023
Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making
A growing literature on human-AI decision-making investigates strategies...
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12/11/2022
Towards a Learner-Centered Explainable AI: Lessons from the learning sciences
In this short paper, we argue for a refocusing of XAI around human learn...
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01/14/2022
Decentralized Robot Learning for Personalization and Privacy
From learning assistance to companionship, social robots promise to enha...
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06/16/2021