Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings

Christy Lin, Daniel Sussman, Prakash Ishwar

Random walk based node embedding algorithms learn vector representations of nodes by optimizing an objective function of node embedding vectors and skip-bigram statistics computed…