My current research includes developing fast adaptive schemes for MCMC and probabilistic numerical integration. I am also interested in tree-based models and statistical machine learning.
More information is available on my personal website http://xinglliu.github.io/.
- Zhu, H., Liu, X., Kang, R., Shen, Z., Flaxman, S., Briol, F-X. (2020). Bayesian probabilistic numerical integration with tree-based models. To appear at Neural Information Processing Systems. (Preprint).