Hanwen Xing

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Computational methods, Bayesian inference

I am a third-year DPhil student in Statistics at the University of Oxford, supervised by Professor Geoff Nicholls. I am interested in Bayesian modeling and computational methods. Currently I am working on diagostic tools for approxiamte posteriors.

Publications

2020

• H. Xing , G. K. Nicholls , J. E. Lee , Distortion estimates for approximate Bayesian inference, in Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), 2020, vol. 124, 1208–1217.
  

  @inproceedings{Xing20UAI,
    author = {Xing, H. and Nicholls, G. K. and Lee, J. E.},
    title = {Distortion estimates for approximate {B}ayesian inference},
    booktitle = {Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI)},
    pages = {1208-1217},
    year = {2020},
    volume = {124},
    publisher = {PMLR}
  }
  

2019

• H. Xing , G. K. Nicholls , J. E. Lee , Calibrated Approximate Bayesian Inference, in Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA, 2019, 6912–6920.
  

  @inproceedings{XingNL19,
    author = {Xing, H. and Nicholls, G. K. and Lee, J. E.},
    title = {Calibrated Approximate Bayesian Inference},
    booktitle = {Proceedings of the 36th International Conference on Machine Learning,
                   {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
    pages = {6912--6920},
    year = {2019}
  }