Over-the-Air Computation Assisted Federated Learning with Progressive Training
ICC(2024)
Key words
Progressive Training,Federated Learning,Optimization Problem,Optimization Algorithm,Global Model,Wireless Networks,Learning Performance,Joint Optimization,Energy Constraints,Radio Resource,Lyapunov Optimization,Benchmark,Neural Network,Energy Consumption,Resource Allocation,Test Accuracy,Stochastic Gradient Descent,Progression In Models,Path Loss,Mixed-integer Programming,Mixed-integer Programming Problem,Uplink Transmission,Local Gradient,Communication Overhead,Higher Test Accuracy,DNN Model,Edge Devices,Training Round,Distance In Meters,Long-term Problems
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