Alibabacloud, Machine Learning, Graph Representation, Negative Sampling.
calculation formula, in the beginning, more negative samples can reduce the variance, which in turn helps improve performance. However, after the optimal performance is reached, adding more negative samples degrades performance due to the occurrence of extra deviations. As shown in the right part