A Manifold Approach to Learning Mutually Orthogonal Subspaces

Stephen Giguere, Francisco Garcia, Sridhar Mahadevan

Although many machine learning algorithms involve learning subspaces with particular characteristics, optimizing a parameter matrix that is constrained to represent a subspace can…