Active Learning Methods based on Statistical Leverage Scores

6 Dec 2018Cem OrhanOznur Tastan

In many real-world machine learning applications, unlabeled data are abundant whereas class labels are expensive and scarce. An active learner aims to obtain a model of high accuracy with as few labeled instances as possible by effectively selecting useful examples for labeling... (read more)

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