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Tag: k-center (1 references)

Active Learning for Convolutional Neural Networks: A Core-Set Approach 2018 inproceedings

Ozan Sener, Silvio Savarese

Defines active learning as core-set selection, choosing points such that a model trained on the subset is competitive for remaining data. Provides theoretical bounds via k-Center problem.