Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction

Sergio Muñoz-Romero, Jerónimo Arenas García, Vanessa Gómez-Verdejo

Audio or visual data analysis tasks usually have to deal with high-dimensional and nonnegative signals. However, most data analysis methods suffer from overfitting and numerical pr…