Generalized Submodular Information Measures: Theoretical Properties, Examples, Optimization Algorithms, and Applications
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DOI: 10.1109/tit.2021.3123944
Abstract: Information-theoretic quantities like entropy and mutual information have found numerous uses in machine learning. It is well known that there is a strong connection between these entropic quantities and submodularity since entropy over a set… read more here.
Keywords: information; mutual information; submodular information; information measures ... See more keywords