Mismatched Estimation of rank-one symmetric matrices under Gaussian noise

Farzad Pourkamali, Nicolas Macris

We consider the estimation of an n-dimensional vector s from the noisy element-wise measurements of $\mathbf{s}{\mathbf{s}}^T$, a generic problem that arises in statistics and machin…