Signal-Plus-Noise Decomposition of Nonlinear Spiked Random Matrix Models

Behrad Moniri, Hamed Hassani

In this paper, we study a nonlinear spiked random matrix model where a nonlinear function is applied element-wise to a noise matrix perturbed by a rank-one signal. We establish a s…