Machine Learning, Computational Graphs, Generative Adversarial, Deep Learning.
Generating Global Graph Structure Using Local 1D Scalar Embeddings Random walks have been used to capture topological features (i.e. patterns of edges) of graphs since DeepWalk. It is done to obtain the graph embeddings from the samples taken along the random walks. The embeddings are a set of