Xi'an's Og

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!

This entry was posted on September 1, 2021 at 12:21 am and is filed under Statistics with tags Bayesian Analysis, federated learning, machine learning, MCMC convergence, Nature, neural network, prior selection, reproducibility, swarm learning. You can follow any responses to this entry through the RSS 2.0 feed. You can leave a response, or trackback from your own site.