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04/26/2023
Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning
Communication efficiency and privacy protection are two critical issues ...
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11/02/2021
Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits
Communication bottleneck and data privacy are two critical concerns in f...
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12/03/2020
Distributed Thompson Sampling
We study a cooperative multi-agent multi-armed bandits with M agents and...
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05/14/2020
Federated Recommendation System via Differential Privacy
In this paper, we are interested in what we term the federated private b...
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08/05/2019