Holdout SGD: Byzantine Tolerant Federated Learning

Shahar Azulay, Lior Raz, Amir Globerson +2

This work presents a new distributed Byzantine tolerant federated learning algorithm, HoldOut SGD, for Stochastic Gradient Descent (SGD) optimization. HoldOut SGD uses the well kno…