3 papers
stat.ML2022
MSTGD:A Memory Stochastic sTratified Gradient Descent Method with an Exponential Convergence Rate
Aixiang, Chen, Jinting Zhang +2
The fluctuation effect of gradient expectation and variance caused by parameter update between consecutive iterations is neglected or confusing by current mainstream gradient optim…
cs.NI2021
An Advanced Parallel PageRank Algorithm
Qi Zhang, Zhengan Yao, Jun Liang +1
Initially used to rank web pages, PageRank has now been applied in many fields. In general case, there are plenty of special vertices such as dangling vertices and unreferenced ver…
cs.NI2021
A Parallel PageRank Algorithm For Undirected Graph
Qi Zhang, Rongxia Tang, Zhengan Yao +1
As a measure of vertex importance according to the graph structure, PageRank has been widely applied in various fields. While many PageRank algorithms have been proposed in the pas…