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06/06/2022
CARE: Resource Allocation Using Sparse Communication
We propose a new framework for studying effective resource allocation in...
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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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04/30/2020
A Lower Bound on the stability region of Redundancy-d with FIFO service discipline
Redundancy-d (R(d)) is a load balancing method used to route incoming jo...
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12/23/2018