Description Usage Arguments Value Author(s) Examples
update the sub-matrix Li, for i=1,2,...,N to convergence to its local minimum gradually
1 | update_L(WL, init_list)
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WL |
A list of similarity matrices |
init_list |
A list with N+2 elements, the former N as modality private sub-matrices, the Nth as the shared sub-matrix and the last one as 1 |
A list containing the updated result in this iteration
Xiaoyao Yin
1 2 3 4 5 6 7 | WL <- simu_data_gen()
WL[[1]] <- affinityMatrix(dist2eu(Standard_Normalization(WL[[1]]),Standard_Normalization(WL[[1]])))
WL[[2]] <- affinityMatrix(dist2eu(Standard_Normalization(WL[[2]]),Standard_Normalization(WL[[2]])))
new_WL_list <- initialize_WL(WL)
k <- 5
init_list <- initialization(new_WL_list,k)
update_L_list <- update_L(WL,init_list)
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