CtxPipe: Context-aware Data Preparation Pipeline Construction for Machine Learning

Authors

• 1. Haotian Gao (National University of Singapore)
• 2. Shaofeng Cai (National University of Singapore)
• 3. Tien Tuan Anh Dinh (Deakin University)
• 4. Zhiyong Huang (National University of Singapore)
• 5. Beng Chin Ooi (National University of Singapore)

@inproceedings{gao_sigmod24,
        title = {{CtxPipe: Context-aware Data Preparation Pipeline Construction for Machine Learning}},
        author = {Gao, Haotian and Cai, Shaofeng and Dinh, Tien Tuan Anh and Huang, Zhiyong and Ooi, Beng Chin},
        series = {{SIGMOD} '24},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3698831},
        url = {https://dl.acm.org/doi/10.1145/3698831},
        year = {2024}
}

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