A Tensor CP Decomposition Method for Clustering Heterogeneous Information Networks via Stochastic Gradient Descent Algorithms

Figure 4

Convergence speed of SGDClus and SOSClus on and with different learning rate. The learning rate for SOSClus is , while that for SGDClus is , where is a constant optimized in the experiments.