Low-Rank Representation for Incomplete Data

Algorithm 1

Solving ILRR by IALM.

Input: Data matrix , sampling index set , compromising parameter .

Initialize: , , , , , ,

     , , , , .

Output: and .

While not converged do

  (1) Update according to (11).

  (2) Update according to (14).

  (3) Update according to (16).

  (4) Update according to (17).

  (5) Update according to (19).

  (6) Update according to (21).

  (7) Update as .

End while