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09/25/2022
Algorithms that Approximate Data Removal: New Results and Limitations
We study the problem of deleting user data from machine learning models ...
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06/04/2022
When Personalization Harms: Reconsidering the Use of Group Attributes in Prediction
The standard approach to personalization in machine learning consists of...
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10/13/2020
Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings
Machine learning models in health care are often deployed in settings wh...
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06/01/2020