SpecNet2: Orthogonalization-free spectral embedding by neural networks

Ziyu Chen, Yingzhou Li, Xiuyuan Cheng

Spectral methods which represent data points by eigenvectors of kernel matrices or graph Laplacian matrices have been a primary tool in unsupervised data analysis. In many applicat…