Before revision:  By exploiting the bilinearity structure of the expected adjacency matrix of the network , we separate its null eigenspace, and reduce the exact description of the  model to a smaller vector space.
After revision:  By exploiting the bilinearity structure of the matrix representation of the generative model , we separate its null eigenspace, and reduce the exact description of the model to a smaller vector space.