Epistemic uncertainty, the reducible part of predictive uncertainty, outperforms total and aleatoric uncertainty as a query-selection score in active learning.
Active learning for parzen window classifier
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Epistemic Uncertainty Sampling
Epistemic uncertainty, the reducible part of predictive uncertainty, outperforms total and aleatoric uncertainty as a query-selection score in active learning.