Federated Learning with Uncertainty via Distilled Predictive Distributions

Shrey Bhatt, Aishwarya Gupta, Piyush Rai

Most existing federated learning methods are unable to estimate model/predictive uncertainty since the client models are trained using the standard loss function minimization appro…