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Active Learning of Binary Classifiers

Active Learning of Binary Classifiers. Presenters: Nina Balcan and Steve Hanneke. Outline. What is Active Learning? Active Learning Linear Separators General Theories of Active Learning Open Problems. Supervised Passive Learning. Data Source. Expert / Oracle. Learning Algorithm.

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Active Learning of Binary Classifiers