论文发表

Efficient Federated Learning with Adaptive Gradient Compression

2023 IEEE International Conference on Big Data (Big Data) 2023
Keywords: Federated Learning, Gradient Compression, Distributed Training, Communication Efficiency
Abstract

This paper presents a novel adaptive gradient compression method...

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Federated Learning with Adaptive Batch Size Selection

2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2023
Keywords: Federated Learning, Batch Size Selection, Adaptive Optimization, Distributed Learning
Abstract

This paper investigates the impact of batch size selection in federated learning...

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