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Generalization bound certification on MNIST

0.0744Generalization BoundRandom Coreset
-0.2408081.8868464.01456.142154Feb 26, 2026

Evaluation results

MethodLinks
Random CoresetBound (Theorem)=S122026.020.0744
Model compressionBound (Theorem)=S142026.020.1756
PAC-BayesBound (Theorem)=S152026.020.2592
Best CoresetBound (Theorem)=S132026.020.9035
Pick-To-LearnBound (Theorem)=S132026.021.2673
Partition-basedBound (Theorem)=S42026.027.9546