Projects per year
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Collaborations and top research areas from the last five years
Scholars
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Yifan CHEN, Prof
- Department of Computer Science - Assistant Professor
- Department of Mathematics - Assistant Professor (Affiliate)
Person
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Ming-Yen CHENG, Prof
- Department of Mathematics - Chair Professor in Statistics and Data Science
- Statistics Research and Consultancy Centre - Director
- Institute of Computational and Theoretical Studies - Associate Director
Person
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Generalization analysis of operator learning by deep neural networks
FAN, J. (PI)
1/01/25 → 31/12/27
Project: Research project
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Efficient regression methods for flexible high dimensional models with heavy-tailed error
ZHOU, L. (PI) & Zou, H. (CoI)
1/01/25 → 31/12/27
Project: Research project
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Adaptive sampling with tensor leverage scores for exact low-rank third-order tensor completion
Chen, X., Jiang, T. X., Hu, Y., Yu, J. & Ng, M. K., Feb 2025, In: Applied Mathematical Modelling. 138, 115744.Research output: Contribution to journal › Journal article › peer-review
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Algebraic degrees of generalized Nash equilibrium problems
Nie, J., Ranestad, K. & Tang, X., 21 Feb 2025, (E-pub ahead of print) In: Science China Mathematics. 30 p.Research output: Contribution to journal › Journal article › peer-review
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A New Cross-Space Total Variation Regularization Model for Color Image Restoration with Quaternion Blur Operator
Jia, Z., Xiang, Y., Zhao, M., Wu, T. & Ng, M. K., 29 Jan 2025, (E-pub ahead of print) In: IEEE Transactions on Image Processing. 34, p. 995-1008 14 p.Research output: Contribution to journal › Journal article › peer-review
Prizes
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Fellow of the American Statistical Association
CHENG, M.-Y. (Recipient), Aug 2009
Prize: Other distinction
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Fellow of the Institute of Mathematical Statistics
CHENG, M.-Y. (Recipient), Aug 2007
Prize: Other distinction
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Activities
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International Journal of Computer Mathematics (Journal)
HON, S. Y. S. (Associate editor)
2024Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)
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Optimization Letters (Journal)
TANG, X. (Reviewer)
2024Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)
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Journal of the American Statistical Association (Journal)
YAO, S. (Reviewer)
7 Feb 2024Activity: Publication peer-review/editorial work › Editor/reviewer for publications (incl. CDCF T61 Journal Editor)
Student theses
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A class of operator splitting methods for least absolute shrinkage and selection operator (LASSO) models
Mo, L. (Author), Zhang, J. Z. (Supervisor), 2012Student thesis: Master's Thesis
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Adaptive meshless methods for solving partial differential equations
Kwok, T. O. (Author), LING, L. (Supervisor), 2009Student thesis: Doctoral Thesis
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Adaptive moving grid method to two-phase flow problesm
Dong, H. (Author), TANG, T. (Supervisor), 2011Student thesis: Master's Thesis
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