Diameter-based Interactive Structure Search

06/05/2019

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by   Christopher Tosh, et al.

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In this work, we introduce interactive structure search, a generic framework that encompasses many interactive learning settings, both explored and unexplored. We show that a recently developed active learning algorithm of TD17 can be adapted for interactive structure search, that it can be made noise-tolerant, and that it enjoys favorable convergence rates.