教育经历
哲学博士 (2017), 计算数学, 加利福利亚大学尔湾分校
硕士 (2011), 计算数学, 英国威廉希尔公司
学士 (2008), 数学, 英国威廉希尔公司
工作经历
201908-现在, 英国威廉希尔公司, 助理教授
201701-201907, 美国福瑞德哈金森癌症研究中心, 博士后研究员
代表作
1.C. Zhang and F. A. Matsen IV, Variational Bayesian Phylogenetic Inference. In Proceedings of the 7th International Conference on Learning Representations, 2019.
2.C. Zhang and F. A. Matsen IV, Generalizing Tree Probability Estimation via Bayesian Networks. In Advances in Neural Information Processing Systems, 2018.
3.C. Zhang, B. Shahbaba and H. K. Zhao, Variational Hamiltonian Monte Carlo via Score Matching. Bayesian Analysis, 13(2), 486—506, 2018.
4.V. Dinh*, A. Bilge*, C. Zhang*, and F. A. Matsen IV, Probabilistic Path Hamiltonian Monte Carlo. In Proceedings of the 34th International Conference on Machine Learning. 1009—1018, 2017.
5.C. Zhang, B. Shahbaba and H. K. Zhao, Hamiltonian Monte Carlo Acceleration Using Surrogate Functions with Random Bases. Statistics and Computing, 27(6), 1473—1490, 2017.
