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Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization

Published on 2011-01-137691 Views

Solving stochastic optimization problems under partial observability, where one needs to adaptively make decisions with uncertain outcomes, is a fundamental but notoriously difficult challenge. In

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