Alibabacloud, Machine Learning, Graph Representation, Negative Sampling.
sampling, we designed two extended experiments to verify our theory. As shown in the left part of the following figure, if we collect more negative samples, the performance initially improves as the number of negative samples increases but then decreases. According to the mean square error