Robust Spectral Clustering via Low-Rank Sample Representation

Algorithm 1

The proposed algorithm.

	Input: Data , clusters size c, parameter ,
	Initialize:; ; ;  =  ; ;
	While not converged do
(1)	Update by equation (8);
(2)	Update by equation (10);
(3)	Update by equation (12);
(4)	Update by equation (14);
(5)	Update by equation (21);
(6)	Update by equation (22);
(11)	Update by
(12)	Check the convergence conditions:
	, and
	Output: