Spotlight
Thu Dec 06 12:40 PM -- 12:45 PM (PST) @ Room 220 CD
Interactive Structure Learning with Structural Query-by-Committee
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Slides]
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Indexed Video]
In this work, we introduce interactive structure learning, a framework that unifies many different interactive learning tasks. We present a generalization of the query-by-committee active learning algorithm for this setting, and we study its consistency and rate of convergence, both theoretically and empirically, with and without noise.