Sabrish Gopalakrishnan
Unsupervised relevancy based feature selection using a knn-graph Laplacian (unnormalized) based score
Based on paper by He, Cai and Niyogi - ACM(2005). Used to capture information and its locality preserving features on an adhoc input basis. Additional source is the tutorial on spectral clustering by v. Luxburg (2007).