Latent Manifold Reconstruction and Representation with Topological and Geometrical Regularization

Ren Wang, Pengcheng Zhou

Manifold learning aims to discover and represent low-dimensional structures underlying high-dimensional data while preserving critical topological and geometric properties. Existin…