An Efficient Algorithm for Large Scale Compressive Feature Learning

Hristo S. Paskov, John C. Mitchell, Trevor J. Hastie

Abstract: This paper focuses on large-scale unsupervised feature selection from text. We expand upon the recently proposed Compressive Feature Learning (CFL) framework, a method that uses dictionary-based co...