We then develop a stochastic alternating method to cope with the optimization problem for SMTL-LLR, i.e., alternatively updating one parameter by fixing the other.
we initialize W with the values randomly chosen from [0, 1], and initialize Ω as a diagonal matrix, where Ω ii = 1 m .