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Interactive Structure Learning with Structural Query-by-Committee
Christopher Tosh · Sanjoy Dasgupta

Thu Dec 06 02:00 PM -- 04:00 PM (PST) @ Room 517 AB #130

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.

Author Information

Christopher Tosh (Columbia University)
Sanjoy Dasgupta (UC San Diego)

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