Spike Estimation from Heteroscedastic Noise via Random Splitting

Zhigang Bao, Kha Man Cheong, Yuji Li +1

In this paper, we consider a spiked Wigner type matrix with a heteroscedastic and unknown variance profile. It is well known that in the supercritical regime of the BBP transition,…