Non-IID Learning in Big Data part 1

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Shallow to deep non-IID learningShallow to deep non-IID learning
Terms: Independent and Identically Distributed (IID)Terms: Independent and Identically Distributed (IID)
Federated Learning With Non IID Data in Wireless NetworksFederated Learning With Non IID Data in Wireless Networks
On the Convergence of FedAvg on Non-IID DataOn the Convergence of FedAvg on Non-IID Data
Knowledge-Aware Federated Active Learning with Non-IID DataKnowledge-Aware Federated Active Learning with Non-IID Data
Improving Accuracy and Convergence in Group Based Federated Learning on Non IID DataImproving Accuracy and Convergence in Group Based Federated Learning on Non IID Data
On the impact of non-IID data on the performance and fairness of differentially private... (teaser)On the impact of non-IID data on the performance and fairness of differentially private... (teaser)
Unsupervised Federated Learning for Speech Enhancement from non-IID Data [WASPAA 21]Unsupervised Federated Learning for Speech Enhancement from non-IID Data [WASPAA 21]