Coinciding Walk Kernels: Parallel Absorbing Random Walks for Learning with Graphs and Few Labels

Marion Neumann, Roman Garnett, Kristian Kersting

Abstract: Exploiting autocorrelation for node-label prediction in networked data has led to great success. However, when dealing with sparsely labeled networks, common in present-day tasks, the autocorrelati...