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Browsing Dissertations and Theses by Subject "active learning; machine learning; submodular functions"
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Active Learning and Submodular Functions
(2012-09-13)Active learning is a machine learning setting where the learning algorithm decides what data is labeled. Submodular functions are a class of set functions for which many optimization problems have efficient exact or ...