Riku Hashimoto

Sequential Semi-Orthogonal Multi-Level NMF with Negative Residual Reduction for Network Embedding

Network embedding is intended to produce low-dimensional vector representations of nodes in a network to preserve and extract the latent network structure, which has higher robustness to noise, outliers, and redundant data. Although a recently proposed multi-level nonnegative matrix factorization (N…