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Active Learning on Uber

1.784NLLHybrid
1.7836841.7858171.787951.790083Jun 23, 2026

Evaluation results

MethodLinks
HybridComplexity=O(1)2026.061.7840.2562
Pure EpistemicComplexity=O(1), gamma=02026.061.78480.2568
BALD-MCDComplexity=O(S), Stochastic Passes=252026.061.78510.2562
BALD-VBLLComplexity=O(1)2026.061.78530.2564
Randomtraining samples=43% more2026.061.79190.2562