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Active Learning of Classifiers with Label and Seed Queries

Neural Information Processing Systems

We study exact active learning of binary and multiclass classifiers with margin. Given an n-point set X Rm, we want to learn an unknown classifier on X whose classes have finite strong convex hull margin, a new notion extending the SVM margin.