Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification M Li, J Yu, H Xu, C Meng Journal of Computational and Graphical Statistics 32 (4), 1512-1523, 2023 | 11 | 2023 |
Communication-efficient distributed linear discriminant analysis for binary classification M Li, J Zhao Statistica Sinica 32, 1343-1361, 2022 | 6 | 2022 |
Importance Sparsification for Sinkhorn Algorithm M Li, J Yu, T Li, C Meng Journal of Machine Learning Research 24 (247), 1−44, 2023 | 4 | 2023 |
Core-elements for classical linear regression M Li, J Yu, T Li, C Meng arXiv preprint arXiv:2206.10240, 2022 | 1 | 2022 |
Nonparametric Additive Models for Billion Observations M Li, J Zhang, C Meng Journal of Computational and Graphical Statistics, 1-23, 2024 | | 2024 |
A Hausdorff Regression Paradigm for Interval Privacy X Kang, M Li, X Chen, F Li, C Meng IEEE Signal Processing Letters, 2023 | | 2023 |
Sampling-Based Approaches for Multimarginal Optimal Transport Problems with Coulomb Cost Y Hu, M Li, X Liu, C Meng arXiv preprint arXiv:2306.16763, 2023 | | 2023 |