Orthogonal eigenvectors and singular vectors of tensors

Alvaro Ribot, Anna Seigal, Piotr Zwiernik

The spectral theorem says that a real symmetric matrix has an orthogonal basis of eigenvectors and that, for a matrix with distinct eigenvalues, the basis is unique (up to signs).…