Imperial College London

MrXingLiu

Faculty of Natural SciencesDepartment of Mathematics

Research Postgraduate
 
 
 
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Contact

 

xing.liu16 Website

 
 
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Location

 

EPSRC Centres for Doctoral Training SuiteSherfield BuildingSouth Kensington Campus

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Summary

 

Summary

I am a PhD student in Statistics at Imperial College London, supervised by Professor Axel Gandy. I joined in the StatML CDT in Autumn 2020.

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.

I am helping Dr James Martin with the development of materials for the new course MSc Machine Learning and Data Science (Online) which will be launched in year 2021-2022. 

More information is available on my personal website http://xinglliu.github.io/.


Publications

  •  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).

 

Selected Publications

Conference

Zhu H, Liu X, Kang R, et al., Bayesian Probabilistic Numerical Integration with Tree-Based Models, Conference on Neural Information Processing Systems

More Publications