Improved Accuracy for Private Continual Cardinality Estimation in Fully Dynamic Streams via Matrix Factorization

Authors

• 1. Joel Daniel Andersson (Institute of Science and Technology Austria)
• 2. Palak Jain (Boston University)
• 3. Satchit Sivakumar (Boston University)

@inproceedings{andersson_pods26,
        address = {New York, NY, USA},
        series = {{PODS} '26},
        title = {{Improved Accuracy for Private Continual Cardinality Estimation in Fully Dynamic Streams via Matrix Factorization}},
        url = {https://dl.acm.org/doi/10.1145/3801902},
        doi = {10.1145/3801902},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Andersson, Joel Daniel and Jain, Palak and Sivakumar, Satchit},
        year = {2026}
}

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