Detection limits in the high-dimensional spiked rectangular model

Ahmed El Alaoui, Michael I. Jordan

Abstract: We study the problem of detecting the presence of a single unknown spike in a rectangular data matrix, in a high-dimensional regime where the spike has fixed strength and the aspect ratio of the ma...