Pseudo-Maximum Likelihood Theory for High-Dimensional Rank One Inference

Curtis Grant, Aukosh Jagannath, Justin Ko

We develop a pseudo-likelihood theory for rank one matrix estimation problems in the high dimensional limit. We prove a variational principle for the limiting pseudo-maximum likeli…