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ResearchFormerly WizWand

Learning DAGs on Synthetic Larger DAGs v1 (test)

22SHDSparseRC
-5.08177.71360.5543.29May 25, 2023
Updated 8mo ago

Evaluation results

MethodLinks
SparseRCNodes (d)=200, Samples (n)=5002023.0522
SparseRCNodes (d)=1000, Samples (n)=50002023.0526
SparseRCNodes (d)=500, Samples (n)=10002023.0527
SparseRCNodes (d)=2000, Samples (n)=100002023.0550
SparseRCNodes (d)=3000, Samples (n)=100002023.05134
NOTEARSNodes (d)=200, Samples (n)=5002023.05155
NOTEARSNodes (d)=500, Samples (n)=10002023.05245
GOLEMNodes (d)=200, Samples (n)=5002023.05281
NOTEARSNodes (d)=1000, Samples (n)=50002023.05282
NOTEARSNodes (d)=2000, Samples (n)=100002023.05489
GOLEMNodes (d)=500, Samples (n)=10002023.05574
GOLEMNodes (d)=1000, Samples (n)=50002023.05699