Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks

Aren Jansen, Gregory Sell, Vince Lyzinski

Several popular graph embedding techniques for representation learning and dimensionality reduction rely on performing computationally expensive eigendecompositions to derive a non…