Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective

Lun Du, Xu Chen, Fei Gao +4

Network Embedding aims to learn a function mapping the nodes to Euclidean space contribute to multiple learning analysis tasks on networks. However, the noisy information behind th…