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Co-authors

Jing-Hao XueProfessor, Department of Statistical Science, University College LondonVerified email at ucl.ac.uk
François-Xavier BriolAssociate Professor in Statistical Science, UCLVerified email at ucl.ac.uk
Alessandro BarpUniversity College London, The Alan Turing InstituteVerified email at ucl.ac.uk
Chris. J. OatesNewcastle UniversityVerified email at ncl.ac.uk

Zhuo Sun

Zhuo Sun

University College London (UCL)

Verified email at ucl.ac.uk - Homepage

Machine Learning Monte Carlo Stein's Method Variance Reduction Uncertainty Quantification


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification X Li, J Wu, Z Sun*, Z Ma, J Cao, JH Xue IEEE Transactions on Image Processing, 2020	156	2020
A Concise Review of Recent Few-shot Meta-learning Methods X Li, Z Sun, J Xue, Z Ma Neurocomputing, 2021	147	2021
Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification Z Sun, J Wu, X Li, W Yang, JH Xue AISTATS 2021, 2021	25	2021
Vector-valued Control Variates Z Sun, A Barp, FX Briol ICML 2023, 2023	13	2023
Meta-learning Control Variates: Variance Reduction with Limited Data Z Sun, CJ Oates, FX Briol UAI 2023 (oral), 2023	8	2023
Multilevel Control Functional K Li, Z Sun ICML 2023 SPIGM, 2023	1	2023
Transfer learning in Monte Carlo Methods and Beyond Z Sun UCL (University College London), 2023		2023

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