Tobias Schumacher

The impact of dimensionality on the stability of node embeddings

Abstract Previous work has shown that node embedding methods can produce different representations and downstream predictions across repeated training runs, even when trained on the same data with identical hyperparameters. However, the role of embedding dimensionality in this in...