Hossein Shokri‐Ghadikolaei

Communication-efficient Variance-reduced Stochastic Gradient Descent

2020 · KTH Publication Database DiVA (KTH Royal Institute of Technology)

We consider the problem of communication efficient distributed optimization where multiple nodes exchange important algorithm information in every iteration to solve large problems. In particular, we focus on the stochastic variance-reduced gradient and propose a …