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ResearchFormerly WizWand

Sparse Regression on gisette scale

0.52CPU TimeAPG+
-1.06169.614220.2930.9658Nov 4, 2022
Updated 8mo ago

Evaluation results

MethodLinks
APG+Sparsity level (s)=[1.5m], Tolerance (epsilon)=10^-62022.110.521181330.339
APG+Sparsity level (s)=m, Tolerance (epsilon)=10^-62022.110.58782470.499
APG-LL+Sparsity level (s)=m, Tolerance (epsilon)=10^-62022.110.993301440.341
APG-LL+Sparsity level (s)=2m, Tolerance (epsilon)=10^-62022.111.134881280.336
APG-LL+Sparsity level (s)=[1.5m], Tolerance (epsilon)=10^-62022.111.155001500.387
APG+Sparsity level (s)=[1.1m], Tolerance (epsilon)=10^-62022.111.22002030.347
APG+Sparsity level (s)=2m, Tolerance (epsilon)=10^-62022.111.323571430.319
APG-LL+Sparsity level (s)=[1.1m], Tolerance (epsilon)=10^-62022.111.594492030.508
APGSparsity level (s)=2m, Tolerance (epsilon)=10^-62022.115.031,44300.282
PG-LLSparsity level (s)=2m, Tolerance (epsilon)=10^-62022.116.982,86000.328
APGSparsity level (s)=[1.5m], Tolerance (epsilon)=10^-62022.117.42,05700.284
PG-LLSparsity level (s)=[1.5m], Tolerance (epsilon)=10^-62022.117.883,24200.347
APGSparsity level (s)=[1.1m], Tolerance (epsilon)=10^-62022.1115.553,00000.308
APGSparsity level (s)=m, Tolerance (epsilon)=10^-62022.1116.53,32600.298
PG-LLSparsity level (s)=[1.1m], Tolerance (epsilon)=10^-62022.1118.914,46200.359
PG-LLSparsity level (s)=m, Tolerance (epsilon)=10^-62022.1121.095,36400.367
PGSparsity level (s)=2m, Tolerance (epsilon)=10^-62022.1123.0810,00000.237
PGSparsity level (s)=[1.5m], Tolerance (epsilon)=10^-62022.1123.0910,00000.23
PGSparsity level (s)=m, Tolerance (epsilon)=10^-62022.1135.8310,00000.226
PGSparsity level (s)=[1.1m], Tolerance (epsilon)=10^-62022.1140.0610,00000.225