Subzero matrix completion for sparse data analysis: large-scale learning of latent low-rank structure

Lawrence K. Saul, Ningyuan Huang, Dennis Bollweg +2

We investigate when a sparse nonnegative matrix can be recovered from a real-valued matrix of much lower rank by zeroing out its negative elements. The potential for such decomposi…