Before reading this guide, you may find it helpful to read the guide on graphs from Module 7 (M7) and the guide on indices from Module 8 (M8). In Module 7 (M7) Graphs, you learned that simultaneous ...

This code repository is for the paper Exponential Graph is Provably Efficient for Decentralized Deep Training to be appeared in NeurIPS 2021. If you feel this work helps in your research, please ...

Exponential graphs are graphs in the form \(\text{y = k}^x\). These graphs increase rapidly in the \({y}\) direction and will never fall below the \({x}\)-axis.

We study the asymptotics for sparse exponential random graph models where the parameters may depend on the number of vertices of the graph. We obtain exact estimates for the mean and variance of the ...

Abstract: This paper aims to solve the exponential bipartite consensus problem of linear fractional-order multi-agent system (FOMAS) with signed directed graph. Unlike most of the existing works using ...