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Tensor Completion on Increasing order nonnegative tensors synthetic n = 10,000 samples

0.001NMSEBCG with Weak Oracle
-0.038920.230540.50.76946Nov 8, 2021
Updated 8mo ago

Evaluation results

MethodLinks
BCG with Weak OracleTensor Size=10^42021.110.00125.2
BCG with Weak OracleTensor Size=10^52021.110.00240.7
Alternating Least SquaresTensor Size=10^42021.110.0070.925
BCG with Weak OracleTensor Size=10^62021.110.00859.5
BCG with Weak OracleTensor Size=10^72021.110.034530
Alternating Least SquaresTensor Size=10^52021.110.0741.13
Simple Low Rank TC (SiLRTC)Tensor Size=10^42021.110.1490.017
BCG with Weak OracleTensor Size=10^82021.110.156872
Trace Norm & ADMM (TNCP)Tensor Size=10^42021.110.2360.004
Alternating Least SquaresTensor Size=10^62021.110.4121.79
Trace Norm & ADMM (TNCP)Tensor Size=10^52021.110.7280.014
Simple Low Rank TC (SiLRTC)Tensor Size=10^52021.110.870.122
Trace Norm & ADMM (TNCP)Tensor Size=10^62021.110.8830.261
Alternating Least SquaresTensor Size=10^72021.110.931.28
Trace Norm & ADMM (TNCP)Tensor Size=10^72021.110.9435.71
Alternating Least SquaresTensor Size=10^82021.110.98615.1
Simple Low Rank TC (SiLRTC)Tensor Size=10^62021.110.991.59
Simple Low Rank TC (SiLRTC)Tensor Size=10^72021.110.99940