Signal detection from spiked noise via asymmetrization

Zhigang Bao, Kha Man Cheong, Jaehun Lee +1

The signal plus noise model $H=S+Y$ is a fundamental model in signal detection when a low rank signal $S$ is polluted by noise $Y$. In the high-dimensional setting, one often uses…