Low-Rank Positive Semidefinite Matrix Recovery from Corrupted Rank-One Measurements

Yuanxin Li, Yue Sun, Yuejie Chi

We study the problem of estimating a low-rank positive semidefinite (PSD) matrix from a set of rank-one measurements using sensing vectors composed of i.i.d. standard Gaussian entr…