Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent

Richeng Jin, Xiaofan He, Huaiyu Dai

While machine learning has achieved remarkable results in a wide variety of domains, the training of models often requires large datasets that may need to be collected from differe…