Archive for federated learning

reproducibility check [Nature]

Posted in Statistics with tags , , , , , , , , on September 1, 2021 by xi'an

While reading the Nature article Swarm Learning, by Warnat-Herresthal et [many] al., which goes beyond federated learning by removing the need for a central coordinator, [if resorting to naïve averaging of the neural network parameters] I came across this reporting summary on the statistics checks made by the authors. With a specific box on Bayesian analysis and MCMC implementation!

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