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Unexpected MSE Behavior in Online Federated Learning Simulation Using Random Fourier Features (RFF) Based Kernel LMS

I am trying to simulate the Online Federated Learning framework presented in the paper “Communication-Efficient Online Federated Learning Framework for Nonlinear Regression” by Gogineni et al., 2022. The simulation involves using Random Fourier Features (RFF) with a kernel least-mean-square (KLMS) algorithm to perform a nonlinear regression task across multiple clients in a federated setting.