Dual-Free Stochastic Decentralized Optimization with Variance Reduction

Hadrien Hendrikx, Francis Bach, Laurent Massoulié

We consider the problem of training machine learning models on distributed data in a decentralized way. For finite-sum problems, fast single-machine algorithms for large datasets r…