Supervised dimension reduction with topic models

Khoat Than, Tu Bao Ho, Duy Khuong Nguyen, Pham Ngoc Khanh

Abstract: We consider supervised dimension reduction (SDR) for problems with discrete variables. Existing methods are computationally expensive, and often do not take the local structure of data into conside...