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Xing Liu
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Grassmann Stein variational gradient descent
X Liu, H Zhu, JF Ton, G Wynne, A Duncan
International Conference on Artificial Intelligence and Statistics, PMLR 151 …, 2022
192022
On the robustness of kernel goodness-of-fit tests
X Liu, FX Briol
Journal of Machine Learning Research 26 (262), 1-72, 2025
122025
A High-dimensional Convergence Theorem for U-statistics with Applications to Kernel-based Testing
KH Huang, X Liu, AB Duncan, A Gandy
Conference on Learning Theory, 2023
122023
Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy
X Liu, AB Duncan, A Gandy
International Conference on Machine Learning, PMLR 202:21527-21547, 2023
92023
Bayesian probabilistic numerical integration with tree-based models
H Zhu, X Liu, R Kang, Z Shen, S Flaxman, FX Briol
Advances in Neural Information Processing Systems 33, 5837-5849, 2020
72020
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Articles 1–5