Mixture Augmented Lagrange Multiplier Method for Tensor Recovery and Its Applications

Table 1

𝒜₀∈ℝ^40×40×40, 𝑛-rank = [5, 5, 5], spr = 5%, 15%, 25%, 35%.

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	0.01	0.006	136	17.7	450	430	226	19.5
0.15	0.06	0.02	167	19.5	910	440	330	27.4
0.25	1.1	0.3	281	29.1	1510	490	714	44.4
0.35	2010	390	450	41.9	5620	1140	608	44.1