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20222024
most citedFLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation

6 citations · 12 across the 4 of their papers we have counts for

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cs.LG2022

Continual and Sliding Window Release for Private Empirical Risk Minimization

Lauren Watson, Abhirup Ghosh, Benedek Rozemberczki +1

It is difficult to continually update private machine learning models with new data while maintaining privacy. Data incur increasing privacy loss -- as measured by differential pri…