厦门大学平台管理系统 caiyuchao--Home--Publications

蔡宇超

Professional Title: Assistant Professor

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Publications

Publications

1. Cai, Y., Yang, H., Ma, Y., and Hang, H., Bagged Regularized k-Distances for Anomaly Detection. Journal of Machine Learning Research, 26(178): 1-59, 2025.

2. Ma, Y., Zhang, H., Cai, Y., and Yang, H., Decision Tree for Locally Private Estimation with Public Data. Proceedings of the 37th Conference on Neural Information Processing Systems, 36: 43676-43705, 2023.

3. Cai, Y., Ma, Y., Dong, Y., and Yang, H., Extrapolated Random Tree for Regression. Proceedings of the 40th International Conference on Machine Learning, 202:3442–3468, 2023.

4. Hang, H., Cai, Y., Yang, H., and Lin, Z., Under-bagging Nearest Neighbors for Imbalanced Classification. Journal of Machine Learning Research, 23(118):1–63, 2022.

5. Cai, Y., Hang, H., Yang, H., and Lin, Z., Boosted Histogram Transform for Regression. Proceedings of the 37th International Conference on Machine Learning, 119:1251–1261, 2020.