Trace optimization and eigenproblems in dimension reduction methods

Effrosini Kokiopoulou, Jie Chen, Yousef Saad

Abstract: This paper gives an overview of the eigenvalue problems encountered in areas of data mining that are related to dimension reduction. Given some input high-dimensional data, the goal of dimension redu...