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06/30/2023
High-throughput Simulation of Federated Learning via Resource-Aware Client Placement
Federated Learning (FL) is the privacy-preserving machine learning parad...
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10/13/2022
BLOX: Macro Neural Architecture Search Benchmark and Algorithms
Neural architecture search (NAS) has been successfully used to design nu...
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08/04/2022
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity
When the available hardware cannot meet the memory and compute requireme...
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02/16/2022
