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Gaussian

In a real-world federated learning setting, feature skew could be caused by regional differences between the clients and different sensor characteristics. As the simulator focuses on computer vision applications, specific Gaussian noise may be added to each client’s data to simulate this feature skew.

Parameters

Key Description Example Value
data_feature_skew_mu Mean for feature skew 0
data_feature_skew_std Standard deviation for feature skew 1