Estimation of low rank density matrices: bounds in Schatten norms and other distances

Dong Xia, Vladimir Koltchinskii

Let ${\mathcal{S}}_m$ be the set of all $m\times m$ density matrices (Hermitian positively semi-definite matrices of unit trace). Consider a problem of estimation of an unknown dens…