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03/28/2023
TerrainNet: Visual Modeling of Complex Terrain for High-speed, Off-road Navigation
Effective use of camera-based vision systems is essential for robust per...
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03/07/2023
Group conditional validity via multi-group learning
We consider the problem of distribution-free conformal prediction and th...
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12/04/2020
Biased Programmers? Or Biased Data? A Field Experiment in Operationalizing AI Ethics
Why do biased predictions arise? What interventions can prevent them? We...
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07/12/2020
Ensuring Fairness Beyond the Training Data
We initiate the study of fair classifiers that are robust to perturbatio...
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10/31/2019