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Serban Stan

2 accepted papers

2017

Probabilistic Submodular Maximization in Sub-Linear Time

ICML 2017poster

In this paper, we consider optimizing submodular functions that are drawn from some unknown distribution. This setting arises, e.g., in recommender systems, where the utility of a subset of items may depend on a user-specific submodular utility function. In modern applications, the ground set of ite…

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