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06/26/2020
Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance
Increasingly, organizations are pairing humans with AI systems to improv...
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04/27/2020
Optimizing AI for Teamwork
In many high-stakes domains such as criminal justice, finance, and healt...
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01/20/2020
SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions
Existing VQA datasets contain questions with varying levels of complexit...
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09/08/2019
What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring
Although systematic biases in decision-making are widely documented, the...
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06/04/2019
A Case for Backward Compatibility for Human-AI Teams
AI systems are being deployed to support human decision making in high-s...
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05/12/2019
Metareasoning in Modular Software Systems: On-the-Fly Configuration using Reinforcement Learning with Rich Contextual Representations
Assemblies of modular subsystems are being pressed into service to perfo...
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09/19/2018