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Table 1 Comparison of computational complexity

From: An efficient algorithm with fast convergence rate for sparse graph signal reconstruction

Algorithm

Computational complexity

ILSR

O(\(N^3\))

CoSaMP

O(\(tK(N+M)\))

IMATGI

O(tKN)

ITCSR

O(\(tK\log (N)\))