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GCR: Gradient Coreset based Replay Buffer Selection for Continual Learning.

, , , and . CVPR, page 99-108. IEEE, (2022)

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The Lovasz-Bregman Divergence and connections to rank aggregation, clustering, and web ranking., and . CoRR, (2014)Fast Semidifferential-based Submodular Function Optimization., , and . ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 855-863. JMLR.org, (2013)Submodular Point Processes with Applications to Machine learning., and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Submodular combinatorial information measures with applications in machine learning., , , and . ALT, volume 132 of Proceedings of Machine Learning Research, page 722-754. PMLR, (2021)A Nested Bi-level Optimization Framework for Robust Few Shot Learning., , , , and . AAAI, page 7176-7184. AAAI Press, (2022)ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift., , , and . NeurIPS, (2022)Submodular Hamming Metrics., , , , and . NIPS, page 3141-3149. (2015)Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications., , , , and . NIPS, page 2233-2241. (2015)Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models., , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 29950-29970. PMLR, (2023)Rule Augmented Unsupervised Constituency Parsing., , , , and . ACL/IJCNLP (Findings), volume ACL/IJCNLP 2021 of Findings of ACL, page 4923-4932. Association for Computational Linguistics, (2021)