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Table 2 Results of the algorithms for problem (1) with p=5 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 21.62% 18.55% 7.22% 10.09% 0.73% 2.81%
0.2 3 44.03% 44.07% 36.67% 38.53% 24.87% 5.42%
0.2 4 60.19% 60.31% 63.43% 58.02% 73.79% 15.60%
0.2 5 69.95% 70.06% 73.60% 69.35% 86.51% 41.26%
0.2 6 76.71% 76.79% 80.82% 77.19% 88.10% 61.95%
0.3 2 12.60% 2.06% 0.92% 0.95% 0.08% 0.12%
0.3 3 29.30% 29.23% 21.08% 21.28% 3.84% 0.69%
0.3 4 46.92% 47.05% 47.22% 41.78% 31.61% 5.36%
0.3 5 58.52% 58.63% 61.18% 55.62% 72.23% 19.60%
0.3 6 66.40% 66.50% 69.97% 65.28% 80.52% 38.15%
0.4 2 8.47% 1.27% 0.11% 0.13% 0.08% 0.04%
0.4 3 19.70% 19.36% 12.07% 12.37% 0.10% 0.11%
0.4 4 36.67% 36.79% 34.88% 30.57% 9.14% 2.46%
0.4 5 48.97% 49.08% 51.09% 44.84% 43.18% 11.38%
0.4 6 57.47% 57.58% 60.38% 55.16% 69.21% 25.69%
  1. Numbers in boldface show the best results