By the Eckart-Young theorem, the best rank-k approximations
to a matrix A all lie in the span of the critical rank-1
approximations to A. I will discuss an analogue of this 
result for higher-order tensors.

(Joint work with Giorgio Ottaviani and Alicia Tocino)