Factor-analytic inverse regression for high-dimension, small-sample dimensionality reduction

Aditi Jha, Michael J. Morais, Jonathan W. Pillow

Abstract: Sufficient dimension reduction (SDR) methods are a family of supervised methods for dimensionality reduction that seek to reduce dimensionality while preserving information about a target variable ...