cs.LG, stat.ML

Calibrated Principal Component Regression

arXiv:2510.19020v2 Announce Type: replace
Abstract: We propose a new method for statistical inference in generalized linear models. In the overparameterized regime, Principal Component Regression (PCR) reduces variance by projecting high-dimensional d…