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ResearchFormerly WizWand

Low-rank tensor decomposition on Cardiac MRI tensor

1.187Avg Iteration Time (s)HOOI
-3.9070430.4777364.862599.24727Sep 11, 2022
Updated 8mo ago

Evaluation results

MethodLinks
HOOIrank=1,1,1,12022.091.187
DJSSW19rank=8,2,2,1, sketch size=40962022.091.3
ALSrank=1,1,1,12022.091.307
DJSSW19rank=1,1,1,1, sketch size=40962022.091.313
FastKroneckerRegressionrank=1,1,1,1, sketch size=163842022.091.321
FastKroneckerRegressionrank=4,2,2,1, sketch size=40962022.091.326
FastKroneckerRegressionrank=1,1,1,1, sketch size=10242022.091.328
FastKroneckerRegressionrank=1,1,1,1, sketch size=40962022.091.334
ALSrank=8,2,2,12022.091.339
FastKroneckerRegressionrank=4,2,2,1, sketch size=10242022.091.345
DJSSW19rank=1,1,1,1, sketch size=163842022.091.346
FastKroneckerRegressionrank=8,2,2,1, sketch size=163842022.091.347
FastKroneckerRegressionrank=4,2,2,1, sketch size=163842022.091.349
DJSSW19rank=4,2,2,1, sketch size=40962022.091.35
ALSrank=4,2,2,12022.091.368
DJSSW19rank=8,2,2,1, sketch size=10242022.091.368
DJSSW19rank=4,2,2,1, sketch size=163842022.091.383
DJSSW19rank=4,2,2,1, sketch size=10242022.091.395
DJSSW19rank=1,1,1,1, sketch size=10242022.091.397
DJSSW19rank=4,4,2,2, sketch size=10242022.091.413
FastKroneckerRegressionrank=8,2,2,1, sketch size=40962022.091.415
FastKroneckerRegressionrank=8,2,2,1, sketch size=10242022.091.421
DJSSW19rank=8,2,2,1, sketch size=163842022.091.425
HOOIrank=4,2,2,12022.091.429
ALSrank=8,4,4,12022.091.435
HOOIrank=4,4,2,22022.091.458
ALSrank=4,4,2,22022.091.463
ALSrank=8,8,2,22022.091.466
DJSSW19rank=4,4,2,2, sketch size=40962022.091.497
FastKroneckerRegressionrank=4,4,2,2, sketch size=40962022.091.511
FastKroneckerRegressionrank=4,4,2,2, sketch size=163842022.091.536
FastKroneckerRegressionrank=4,4,2,2, sketch size=10242022.091.539
FastKroneckerRegressionrank=8,4,4,1, sketch size=40962022.091.562
DJSSW19rank=8,4,4,1, sketch size=10242022.091.573
FastKroneckerRegressionrank=8,4,4,1, sketch size=10242022.091.575
ALSrank=8,4,4,22022.091.614
FastKroneckerRegressionrank=8,8,2,2, sketch size=10242022.091.621
HOOIrank=8,4,4,12022.091.664
FastKroneckerRegressionrank=8,4,4,1, sketch size=163842022.091.676
DJSSW19rank=8,4,4,1, sketch size=40962022.091.693
DJSSW19rank=4,4,2,2, sketch size=163842022.091.719
HOOIrank=8,8,2,22022.091.741
HOOIrank=8,4,4,22022.091.745
DJSSW19rank=8,8,2,2, sketch size=10242022.091.751
FastKroneckerRegressionrank=8,4,4,2, sketch size=40962022.091.754
FastKroneckerRegressionrank=8,4,4,2, sketch size=10242022.091.782
HOOIrank=8,8,4,42022.091.784
FastKroneckerRegressionrank=8,8,2,2, sketch size=40962022.091.81
DJSSW19rank=8,4,4,2, sketch size=10242022.091.82
ALSrank=8,8,4,42022.091.835
FastKroneckerRegressionrank=8,8,2,2, sketch size=163842022.092.079
FastKroneckerRegressionrank=8,8,4,4, sketch size=10242022.092.131
FastKroneckerRegressionrank=8,4,4,2, sketch size=163842022.092.137
HOOIrank=8,2,2,12022.092.401
DJSSW19rank=8,8,2,2, sketch size=40962022.092.525
DJSSW19rank=8,4,4,2, sketch size=40962022.092.667
DJSSW19rank=8,4,4,1, sketch size=163842022.092.737
FastKroneckerRegressionrank=8,8,4,4, sketch size=40962022.092.745
FastKroneckerRegressionrank=8,8,4,4, sketch size=163842022.095.21
DJSSW19rank=8,8,2,2, sketch size=163842022.096.133
DJSSW19rank=8,4,4,2, sketch size=163842022.096.496
DJSSW19rank=8,8,4,4, sketch size=10242022.099.199
DJSSW19rank=8,8,4,4, sketch size=40962022.0935.977
DJSSW19rank=8,8,4,4, sketch size=163842022.09128.538