Sparse Linear Centroid-Encoder: A Convex Method for Feature Selection

Tomojit Ghosh, Michael Kirby, Karim Karimov

We present a novel feature selection technique, Sparse Linear Centroid-Encoder (SLCE). The algorithm uses a linear transformation to reconstruct a point as its class centroid and,…