Federated learning on AWS using FedML, Amazon EKS, and Amazon SageMaker
This post is co-written with Chaoyang He, Al Nevarez and Salman Avestimehr from FedML. Many organizations are implementing machine learning
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Tag: Federated
Enable data sharing through federated learning: A policy approach for chief digital officers
This is a guest blog post written by Nitin Kumar, a Lead Data Scientist at T and T Consulting Services,
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Federated Learning’s Potential to Transform Healthcare and Patient Outcomes
Gerald A. Maccioli, Chief Medical Officer, HHS Technology Group Faiyaz Shikari, Chief Technology Officer, HHS Technology Group The healthcare landscape
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On Noisy Evaluation in Federated Hyperparameter Tuning – Machine Learning Blog | ML@CMU
Evaluating models in federated networks is challenging due to factors such as client subsampling, data heterogeneity, and privacy. These factors
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