Fast and Accurate Network Embeddings via Very Sparse Random Projection

Haochen Chen, Syed Fahad Sultan, Yingtao Tian +2

We present FastRP, a scalable and performant algorithm for learning distributed node representations in a graph. FastRP is over 4,000 times faster than state-of-the-art methods suc…