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06/08/2023
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming
AI powered code-recommendation systems, such as Copilot and CodeWhispere...
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05/26/2023
Closing the Gap in High-Risk Pregnancy Care Using Machine Learning and Human-AI Collaboration
Health insurers often use algorithms to identify members who would benef...
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01/15/2023
Who Should Predict? Exact Algorithms For Learning to Defer to Humans
Automated AI classifiers should be able to defer the prediction to a hum...
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10/25/2022
Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming
AI code-recommendation systems (CodeRec), such as Copilot, can assist pr...
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07/19/2022
Sample Efficient Learning of Predictors that Complement Humans
One of the goals of learning algorithms is to complement and reduce the ...
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11/22/2021
Teaching Humans When To Defer to a Classifier via Exemplars
Expert decision makers are starting to rely on data-driven automated age...
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06/02/2020
Consistent Estimators for Learning to Defer to an Expert
Learning algorithms are often used in conjunction with expert decision m...
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02/26/2020
Fair Learning with Private Demographic Data
Sensitive attributes such as race are rarely available to learners in re...
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06/12/2019