most citedEfficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks

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cs.DS2015

Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications to Parallel Machine Learning and Multi-Label Image Segmentation

Kai Wei, Rishabh Iyer, Shengjie Wang +2

We study two mixed robust/average-case submodular partitioning problems that we collectively call Submodular Partitioning. These problems generalize both purely robust instances of…