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All-variables main effect estimation on Synthetic Unif[0, 1]^p n=500 (train)

0.056Mean Wall-Clock Time (s)ALE
0.032440.191470.35050.50953Oct 9, 2025

Evaluation results

MethodLinks
ALEp=2, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.056
A2D2Ep=2, n=500, K=40, delta=one bin width, Backbone=1-NN, Vertex Caching=true, Hardware=Intel Xeon Platinum 83582025.100.071
ALEp=3, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.084
A2D2Ep=3, n=500, K=40, delta=one bin width, Backbone=1-NN, Vertex Caching=true, Hardware=Intel Xeon Platinum 83582025.100.089
ALEp=4, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.112
PDp=2, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.122
A2D2Ep=4, n=500, K=40, delta=one bin width, Backbone=1-NN, Vertex Caching=true, Hardware=Intel Xeon Platinum 83582025.100.132
ALEp=5, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.14
PDp=3, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.183
A2D2Ep=5, n=500, K=40, delta=one bin width, Backbone=1-NN, Vertex Caching=true, Hardware=Intel Xeon Platinum 83582025.100.213
ALEp=8, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.224
PDp=4, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.244
PDp=5, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.305
PDp=8, n=500, K=40, delta=one bin width, Backbone=1-NN, Hardware=Intel Xeon Platinum 83582025.100.488
A2D2Ep=8, n=500, K=40, delta=one bin width, Backbone=1-NN, Vertex Caching=true, Hardware=Intel Xeon Platinum 83582025.100.645