Artificial Intelligence, Data Science, Machine Learning, Deep Learning, Graph Theory.
Sampling(arXiv) Author : Zhengrong Xue, Ziao Guo, Yiwei Guo Abstract : Popular node embedding methods such as DeepWalk follow the paradigm of performing random walks on the graph, and then requiring each node to be proximate to those appearing along with it. Though proved to be successful in