An Improved Analysis of Gradient Tracking for Decentralized Machine Learning

Anastasia Koloskova, Tao Lin, Sebastian U. Stich

We consider decentralized machine learning over a network where the training data is distributed across $n$ agents, each of which can compute stochastic model updates on their loca…