Zachary J. Grey

A Riemannian View on Active Subspaces

Hyperspheres are emphasized throughout as a particular manifold of interest, motivated by applications over preshape spaces for statistical shape analysis and the resulting intrinsic formulation is contrasted with the extrinsic, embedding-based gradient average of manifold learning.