Traffic Volume Data Outlier Recovery via Tensor Model

Table 2

Comparison of ADMM-TR with RSTD for synthetic data where 𝒜₀∈ℝ^40×40×40, 𝑛-rank=[5,5,5].

𝑠𝑝𝑟	ADMM-TR				RSTD
	RSE_ℒ0; (𝑒-3)	RSE_𝒮0; (𝑒-3)	# iter	Time (s)	RSE_ℒ0; (𝑒-3)	RSE_𝒮0; (𝑒-3)	# iter	Time (s)
0.05	4.3	4.3	133	13.7	4.6	4.6	208	17.8
0.15	9.8	4.2	162	20.8	10.5	4.7	235	33.6
0.25	12.3	4.3	514	44.9	15.9	5.2	676	51.0
0.35	56.5	9.5	654	53.3	67.5	11.4	737	57.5