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ResearchFormerly WizWand

Single-variable main effect estimation on Synthetic Unif[0, 1]^p (p=4) (train)

0.006Mean Wall-Clock Time (s)ALE
-0.032360.226570.48550.74443Oct 9, 2025
Updated 6mo ago

Evaluation results

MethodLinks
ALEn=100, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.006
ALEn=200, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.011
PDn=100, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.012
PDn=200, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.024
ALEn=500, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.028
A2D2En=100, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.048
ALEn=1000, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.055
PDn=500, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.061
A2D2En=200, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.094
ALEn=2000, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.111
PDn=1000, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.122
A2D2En=500, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.241
PDn=2000, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.245
A2D2En=1000, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.483
A2D2En=2000, p=4, d=1, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.965