d

$r_t\left({\mathcal{L}}^{\ast }\right)$

${\Vert {\mathcal{E}}^{\ast }\Vert }_0$

Algorithm

$r_t\left(\widehat{\mathcal{L}}\right)$

$\frac{{\Vert \widehat{\mathcal{L}}-{\mathcal{L}}^{\ast }\Vert }_F}{{\Vert {\mathcal{L}}^{\ast }\Vert }_F}$

$\frac{{\Vert \widehat{\mathcal{E}}-{\mathcal{E}}^{\ast }\Vert }_F}{{\Vert {\mathcal{E}}^{\ast }\Vert }_F}$

Time

150

15

3e3

TRPCA

15

1.29e-6

8.25e-7

69.36

150

15

3e3

T-HTN

15

7.38e-7

5.62e-7

6.72

300

30

2.7e4

TRPCA

30

1.13e-6

7.73e-7

127.3

300

30

2.7e4

T-HTN

30

7.15e-7

5.73e-7

14.66

350

35

3.68e4

TRPCA

35

1.08e-6

7.21e-7

175.19

350

35

3.68e4

T-HTN

35

7.24e-7

5.44e-7

28.94