Quantized Decentralized Stochastic Learning over Directed Graphs

Hossein Taheri, Aryan Mokhtari, Hamed Hassani, Ramtin Pedarsani

Abstract: We consider a decentralized stochastic learning problem where data points are distributed among computing nodes communicating over a directed graph. As the model size gets large, decentralized lear...