Randomized SVD Approximations for Spectral Co-Clustering of Word-Document Matrices

Fateme Mazdarani, Carlos Toxtli

Spectral co-clustering is a useful tool for discovering latent structure in word-document matrices, but its reliance on singular value decomposition (SVD) can make standard formula…