Description Usage Arguments Value Author(s) Examples
jointly factorize multiple matrices into a shared sub-matrix and multiple private sub-matrices
1 |
WL |
A list of similarity matrices |
lambda |
A parameter to set the relative weight of the group sparsity constraints |
theta |
A parameter to determine the convergence |
k |
A parameter to specify the cluster number |
A list containing the clustering result
sub_matrices |
a list containing all the sub-matrices |
cluster_res |
the clustering result which is as long as the number of samples |
Xiaoyao Yin
1 2 | WL <- simu_data_gen()
res <- M2SMF(WL,0.25,10^-4,5)
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