Mixture Augmented Lagrange Multiplier Method for Tensor Recovery and Its Applications

Table 2

𝒜₀∈ℝ^40×40×40, 𝑛-rank = [10, 10, 10], spr = 5%, 10%, 15%, 20%.

spr	Algorithm: MALM-TR				Algorithm: RSTD
	RSE_ℒ0; (𝑒−5)	RSE_𝒮0; (𝑒−5)	# iter	Time (s)	RSE_ℒ0; (𝑒−5)	RSE_𝒮0; (𝑒−5)	# iter	Time (s)
0.05	0.2	0.1	243	29.4	400	230	411	33.8
0.10	10.1	4.2	323	43.5	520	270	568	51.3
0.15	120	42	596	62.5	650	260	1103	68.5
0.20	1250	370	972	88.3	2650	780	1235	88.1