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Table 3 Results of the algorithms for problem (1) with p=7 for (20)

From: Local low-rank approach to nonlinear matrix completion

Problem Algorithm
q r SVT FPCA sIRLS-0 IPMS VMC LLRASGD
0.2 2 25.55% 24.37% 11.61% 15.93% 5.10% 3.51%
0.2 3 51.01% 51.11% 48.52% 47.36% 44.97% 6.88%
0.2 4 66.77% 66.89% 69.89% 66.87% 83.93% 28.63%
0.2 5 76.12% 76.23% 80.19% 76.82% 87.89% 55.80%
0.2 6 81.96% 82.02% 85.72% 82.98% 88.71% 74.73%
0.3 2 14.42% 6.83% 3.16% 4.15% 0.05% 0.24%
0.3 3 36.47% 36.53% 30.56% 29.60% 11.59% 1.48%
0.3 4 54.34% 54.47% 56.77% 51.32% 57.27% 11.91%
0.3 5 65.44% 65.55% 69.06% 64.35% 79.28% 32.70%
0.3 6 72.42% 72.51% 76.19% 72.65% 81.99% 53.60%
0.4 2 9.51% 2.55% 0.76% 1.05% 0.05% 0.06%
0.4 3 26.18% 26.19% 19.59% 19.02% 1.64% 0.34%
0.4 4 44.22% 44.34% 46.79% 39.62% 26.51% 6.23%
0.4 5 56.14% 56.25% 59.02% 53.75% 63.94% 21.16%
0.4 6 63.81% 63.91% 67.08% 63.09% 73.61% 39.25%
  1. Numbers in boldface show the best results