About

My name is Z. Sun, a 3rd year PhD student in machine learning and computational statistics at Department of Statistical Science, UCL. I am very very lucky to be supervised by Prof. F-X Briol and Prof. J-H Xue.

Research Interest

In general, I am very interested in computational statistics and machine learning. Recently, I have worked on meta-learning and Stein’s method.

Publication

  • Sun, Z., Barp, A., Briol, F.-X.(2021). Vector-Valued Control Variates (pre-print).

  • Sun, Z., Wu, J., Li, X., Yang, W., Xue, J-H.(2021). Amortized Bayesian Prototype Meta-learning: A new probabilistic meta-learning approach to few-shot image classification. In Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR.

  • Li, X.*, Wu, J.*, Sun, Z.*, Ma, Z., Cao, J., Xue, J-H.(2020). Bi-Similarity Network for Fine-grained Few-shot Image Classification. IEEE Transactions on Image Processing.

  • Li, X.*, Sun, Z.*, Xue, J-H., Ma, Z. (2020). A Concise Review of Recent Few-shot Meta-learning Methods. Neurocomputing.

Talks/Presentations

  • Poster at Stats at Bristol: FRY, September 2021, Bristol, UK.
    • awarded a Silver Medal
  • Talk at MCM (Special Session on Stein’s method), August 2021, German.
  • Poster at AISTATS 2021, April 2021, San Diego, USA.
  • Talk at DCE @ ATI, March 2021, London, UK.