Chris Ding , Comp Sci & Eng Dept, Univ of Texas Arlington (See related tutorial on Principal Component Analysis and Matrix Factorizations for Learning ) Tutorial given at ICML 2004 ( International Conference on Machine Learning, July 2004, Banff, Alberta, Canada ) Tutorial slides for Part I (pdf file) Tutorial slides for Part II (pdf file) Summary. Spectral methods recently emerge as effective met