no code implementations • 28 Jun 2019 • José Camacho, Evrim Acar, Morten A. Rasmussen, Rasmus Bro
In this paper, we introduce the cross-product penalized component analysis (XCAN), a sparse matrix factorization based on the optimization of a loss function that allows a trade-off between variance maximization and structural preservation.