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06/06/2023
Finding Counterfactually Optimal Action Sequences in Continuous State Spaces
Humans performing tasks that involve taking a series of multiple depende...
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01/31/2023
On the Within-Group Discrimination of Screening Classifiers
Screening classifiers are increasingly used to identify qualified candid...
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07/06/2021
Counterfactual Explanations in Sequential Decision Making Under Uncertainty
Methods to find counterfactual explanations have predominantly focused o...
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06/30/2021
Group Testing under Superspreading Dynamics
Testing is recommended for all close contacts of confirmed COVID-19 pati...
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10/12/2020
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness
Decision-making systems increasingly orchestrate our world: how to inter...
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04/15/2020
A Spatiotemporal Epidemic Model to Quantify the Effects of Contact Tracing, Testing, and Containment
We introduce a novel modeling framework for studying epidemics that is s...
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02/11/2020