The landscape of the spiked tensor model

Gerard Ben Arous, Song Mei, Andrea Montanari +1

We consider the problem of estimating a large rank-one tensor ${\mathbf{u}}^{\otimes k}\in ({\mathbb{R}}^n{)}^{\otimes k}$, $k\ge 3$ in Gaussian noise. Earlier work characterized…