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07/27/2023
Samplable Anonymous Aggregation for Private Federated Data Analysis
We revisit the problem of designing scalable protocols for private stati...
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07/18/2022
FLAIR: Federated Learning Annotated Image Repository
Cross-device federated learning is an emerging machine learning (ML) par...
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09/17/2021
Enforcing fairness in private federated learning via the modified method of differential multipliers
Federated learning with differential privacy, or private federated learn...
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02/16/2021
Federated Evaluation and Tuning for On-Device Personalization: System Design Applications
We describe the design of our federated task processing system. Original...
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08/06/2020