Regularized two-stage submodular maximization under streaming

Author:

Yang Ruiqi,Xu Dachuan,Guo Longkun,Zhang Dongmei

Publisher

Springer Science and Business Media LLC

Subject

General Computer Science

Reference24 articles.

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3. Krause A, McMahan H B, Guestrin C, et al. Robust submodular observation selection. J Machine Learn Res, 2008, 9: 2761–2801

4. Balkanski E, Mirzasoleiman B, Krause A, et al. Learning sparse combinatorial representations via two-stage submodular maximization. In: Proceedings of the 33rd International Conference on International Conference on Machine Learning, New York City, 2016. 2207–2216

5. Badanidiyuru A, Mirzasoleiman B, Karbasi A, et al. Streaming submodular maximization: massive data summarization on the fly. In: Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York City, 2014. 671–680

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1. Deletion-Robust Submodular Maximization Under the Cardinality Constraint over the Integer Lattice;Lecture Notes in Computer Science;2024

2. Improved Linear-Time Streaming Algorithms for Maximizing Monotone Cardinality-Constrained Set Functions;International Journal of Foundations of Computer Science;2023-10-05

3. Submodular Feature Selection for Partial Label Learning;Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2022-08-14

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