Don't Walk, Skip!
Bryan Perozzi, Vivek V. Kulkarni, Haochen Chen, Steven Skiena · 2017
We present WALKLETS, a novel approach for learning multiscale representations of vertices in a network. In contrast to previous works, these representations explicitly encode multi-scale vertex relationships in a way that is analytically derivable.