My name is Z. Sun, a 2nd year PhD student in machine learning and computational statistics at Department of Statistical Science, University College London. I am very very lucky to be supervised by Prof. F-X Briol and Prof. J-H Xue. Before that, I accomplished my M.Sc at University of Oxford. I am an awardee of Cambridge International Scholarship 2019.

Research Interest

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

News

• (2021 May) Incoming Doctoral Enrichment Placement at The Alan Turing Institute 2021 - 2022.

Publication

[* means equal contribution.]

• 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

• Talk at MCM 2021 (Special Session on Stein’s method), August 2021, (Mannheim, German).
• Poster at AISTATS 2021, April 2021, (San Diego, California, USA).
• Talk at Data Centric Engineering @ The Alan Turing Institute, March 2021, (London, UK).