Alibabacloud, Machine Learning, Graph Representation, Negative Sampling.
for negative sampling. Accordingly, we propose that negative sampling distribution should have a positive but sublinear correlation with positive sampling distribution, that is, p_n (u│v)∝p_d (u│v)^α,0<α<1. Under theoretical guidance, we propose an effective and scalable negative sampling strategy,