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05/26/2022
QUIC-FL: Quick Unbiased Compression for Federated Learning
Distributed Mean Estimation (DME) is a fundamental building block in com...
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10/03/2021
SDR: Efficient Neural Re-ranking using Succinct Document Representation
BERT based ranking models have achieved superior performance on various ...
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08/19/2021
Communication-Efficient Federated Learning via Robust Distributed Mean Estimation
Federated learning commonly relies on algorithms such as distributed (mi...
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05/18/2021
DRIVE: One-bit Distributed Mean Estimation
We consider the problem where n clients transmit d-dimensional real-valu...
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04/10/2020