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On Approximate Non-submodular Minimization via Tree-Structured Supermodularity.

, , and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)

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A Unified Framework of Robust Submodular Optimization.. CoRR, (2019)BASIL: Balanced Active Semi-supervised Learning for Class Imbalanced Datasets., , , and . CoRR, (2022)STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings., , , and . CoRR, (2023)Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks., , , , , , , and . CoRR, (2018)The Lovasz-Bregman Divergence and connections to rank aggregation, clustering, and web ranking., and . CoRR, (2014)Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications to Parallel Machine Learning and Multi-Label Image Segmentation., , , , and . CoRR, (2015)Submodular Point Processes with Applications to Machine learning., and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Fast Semidifferential-based Submodular Function Optimization., , and . ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 855-863. JMLR.org, (2013)Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming., , , , , and . CoRR, (2021)A Nested Bi-level Optimization Framework for Robust Few Shot Learning., , , , and . AAAI, page 7176-7184. AAAI Press, (2022)