Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction

Tianyi Zhou, Dacheng Tao, Xindong Wu

It is difficult to find the optimal sparse solution of a manifold learning based dimensionality reduction algorithm. The lasso or the elastic net penalized manifold learning based…