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ResearchFormerly WizWand

Mixture Proportion Estimation on Binarized CIFAR

0.026Absolute Estimation Error(TED)ⁿ
0.012160.105580.1990.29242Nov 1, 2021
Updated 8mo ago

Evaluation results

MethodLinks
(TED)ⁿBackbone=ResNet-18, Oracle early stopping=false2021.110.026
BBEBackbone=All Conv, Oracle early stopping=true2021.110.037
(TED)ⁿBackbone=All Conv, Oracle early stopping=false2021.110.042
DEDPULBackbone=All Conv, Oracle early stopping=true2021.110.052
AlphaMaxBackbone=All Conv, Oracle early stopping=true2021.110.09
BBEBackbone=ResNet-18, Oracle early stopping=true2021.110.091
DEDPULBackbone=ResNet-18, Oracle early stopping=true2021.110.091
AlphaMaxBackbone=ResNet-18, Oracle early stopping=true2021.110.125
DEDPULBackbone=MLP, Oracle early stopping=true2021.110.138
KM2Backbone=All Conv, Oracle early stopping=false2021.110.168
BBEBackbone=MLP, Oracle early stopping=true2021.110.177
ENBackbone=ResNet-18, Oracle early stopping=true2021.110.192
ENBackbone=All Conv, Oracle early stopping=true2021.110.221
(TED)ⁿBackbone=MLP, Oracle early stopping=false2021.110.225
TiCEBackbone=All Conv, Oracle early stopping=false2021.110.251
AlphaMaxBackbone=MLP, Oracle early stopping=true2021.110.3
ENBackbone=MLP, Oracle early stopping=true2021.110.372