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Mixture Proportion Estimation on MNIST Overlap

0.035Absolute Estimation ErrorTEDⁿ
0.028560.072030.11550.15897Nov 1, 2021

Evaluation results

MethodLinks
TEDⁿMixture proportion (alpha)=0.5, Oracle early stopping=false, Model=MLP, Number of epochs=102021.110.035
TiCEMixture proportion (alpha)=0.5, Oracle early stopping=false, Model=MLP, Number of epochs=102021.110.074
KM2Mixture proportion (alpha)=0.5, Oracle early stopping=false, Model=MLP, Number of epochs=102021.110.099
BBEMixture proportion (alpha)=0.5, Oracle early stopping=true, Model=MLP, Number of epochs=102021.110.1
DEDPULMixture proportion (alpha)=0.5, Oracle early stopping=true, Model=MLP, Number of epochs=102021.110.104
ENMixture proportion (alpha)=0.5, Oracle early stopping=true, Model=MLP, Number of epochs=102021.110.196