Sparse Centroid-Encoder: A Nonlinear Model for Feature Selection

Tomojit Ghosh, Michael Kirby

Autoencoders have been widely used as a nonlinear tool for data dimensionality reduction. While autoencoders don't utilize the label information, Centroid-Encoders (CE)\cite{ghosh2…