Alibabacloud, Machine Learning, Graph Representation, Negative Sampling.
variance. However, the following questions may arise: (1) Is it always helpful to sample more negative samples? (2) Why is our conclusion contradictory to the intuitive idea of “positive sampling on nearby nodes and negative sampling on distant nodes”? To gain deeper insights into negative