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The Informational Complexity of Interactive Machine Learning

The Informational Complexity of Interactive Machine Learning. Steve Hanneke. Passive Learning. Data Source. Expert / Oracle. Learning Algorithm. Raw Unlabeled Data. Labeled examples. Algorithm outputs a classifier. Learning by Interaction: The Big Picture. Data Source.

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The Informational Complexity of Interactive Machine Learning