New active learning acquisition functions derived from a possibilistic representation of epistemic uncertainty match or beat standard GP-based baselines on several classification datasets.
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Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty
New active learning acquisition functions derived from a possibilistic representation of epistemic uncertainty match or beat standard GP-based baselines on several classification datasets.