Introduces complement-aware submodular functions (CSI) that preserve structure between subset and complement for improved robust data selection.
Active data discovery: Miningunknowndatausingsubmodularinformationmeasures.arXiv preprint arXiv:2206.08566, 2022
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Complement Submodular Information Measures for Balanced and Robust Data Selection
Introduces complement-aware submodular functions (CSI) that preserve structure between subset and complement for improved robust data selection.