Robust Recovery of Sparse Nonnegative Weights from Mixtures of Positive-Semidefinite Matrices

Fabian Jaensch, Peter Jung

We consider a structured estimation problem where an observed matrix is assumed to be generated as an $s$-sparse linear combination of $N$ given $n\times n$ positive-semidefinite m…