OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport

Authors

• 1. Alireza Pirhadi (University of Western Ontario)
• 2. Mohammad Hossein Moslemi (University of Western Ontario)
• 3. Alexander Cloninger (University of California San Diego)
• 4. Mostafa Milani (University of Western Ontario)
• 5. Babak Salimi (University of California San Diego)

@inproceedings{pirhadi_sigmod24,
        title = {{OTClean: Data Cleaning for Conditional Independence Violations using Optimal Transport}},
        author = {Pirhadi, Alireza and Moslemi, Mohammad Hossein and Cloninger, Alexander and Milani, Mostafa and Salimi, Babak},
        series = {{SIGMOD} '24},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3654963},
        url = {https://dl.acm.org/doi/10.1145/3654963},
        year = {2024}
}

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