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07/23/2021
Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images
We analyze a dataset of retinal images using linear probes: linear regre...
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03/28/2019
The Algorithmic Automation Problem: Prediction, Triage, and Human Effort
In a wide array of areas, algorithms are matching and surpassing the per...
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07/04/2018
Direct Uncertainty Prediction with Applications to Healthcare
Large labeled datasets for supervised learning are frequently constructe...
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12/21/2017