Yifan Cao

A Product Manifold Method for Feature Selection

A novel supervised feature selection method named PRISM is proposed, which leverages product manifold to theoretically disentangle class-specific features from the shared structure and provides a theoretical guarantee by deriving an asymptotic convergence proof under the product manifold setting, guaranteeing the relia...