GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data

Authors

• 1. Chengliang Chai (Beijing Institute of Technology)
• 2. Jiabin Liu (Beijing Institute of Technology)
• 3. Nan Tang (Hong Kong University of Science and Technology; Qatar Computing Research Institute)
• 4. Ju Fan (Renmin University of China)
• 5. Dongjing Miao (Harbin Engineering University)
• 6. Jiayi Wang (Tsinghua University)
• 7. Yuyu Luo (Tsinghua University)
• 8. Guoliang Li (Tsinghua University)

@inproceedings{chai_sigmod23,
        title = {{GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data}},
        author = {Chai, Chengliang and Liu, Jiabin and Tang, Nan and Fan, Ju and Miao, Dongjing and Wang, Jiayi and Luo, Yuyu and Li, Guoliang},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3589302},
        url = {https://dl.acm.org/doi/10.1145/3589302},
        year = {2023}
}

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