Search results with tag "Graph statistics"

Representation Learning on Graphs: Methods and Applications

To extract structural information from graphs, traditional machine approaches often rely on summary graph statistics (e.g., degrees or clustering coefficients) [6], kernel functions [57], or carefully engineered features to measure local neighborhood structures [39]. However, these approaches are limited because these hand-

  Statistics, Learning, Graph, Graph statistics