The Effects of Randomness on the Stability of Node Embeddings

Tobias Schumacher, Hinrikus Wolf, Martin Ritzert +6

We systematically evaluate the (in-)stability of state-of-the-art node embedding algorithms due to randomness, i.e., the random variation of their outcomes given identical algorith…