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WANG, Ke
王可
(PhD Rutgers University)
Phone: (852) 3469 2016Email: kewang@ust.hk
Office: Room 3434
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Assistant Professor
Research Interests
Probabilistic combinatorics; Random structures; Random matrix theory and its applicationsTeaching
- MATH1013 Calculus IB
Selected Publications
Article
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Statistical inference for principal components of spiked covariance matrices
- Author(s): Bao, Zhigang; Ding, Xiucai; Wang, Jingming; Wang, Ke
- Source: Annals of Statistics, v. 50, (2), April 2022, p. 1144-1169
- Year: 2022
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Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections
- Author(s): Cai, Jianfeng; Li, Dong; Sun, Jiaze; Wang, Ke
- Source: CSIAM Transactions on Applied Mathematics, v. 2, (3), August 2021, p. 532-550
- Year: 2021
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Singular vector and singular subspace distribution for the matrix denoising model
- Author(s): Bao, Zhigang; Ding, Xiucai; Wang, Ke
- Source: Annals of Statistics, v. 49, (1), February 2021, p. 370-392
- Year: 2021
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Statistical Properties of Eigenvalues of Laplace–Beltrami Operators
- Author(s): Jiang, Tiefeng; Wang, Ke
- Source: Journal of Theoretical Probability, January 2021
- Year: 2021
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A Generalized Hardy-ramanujan Formula for the Number of Restricted Integer Partitions
- Author(s): Jiang, Tiefeng; Wang, Ke
- Source: Journal of Number Theory, v. 201, August 2019, p. 322-353
- Year: 2019
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On A Class of Nonlocal SIR Models
- Author(s): Guan, Li; Li, Dong ; Wang, Ke ; Zhao, Kun
- Source: Journal of Mathematical Biology, v. 78, (6), May 2019, p. 1581-1604
- Year: 2019
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New Methods for Handling Singular Sample Covariance Matrices
- Author(s): Tucci, Gabriel H.; Wang, Ke
- Source: IEEE Transactions on Information Theory, v. 65, (2), February 2019, p. 770-786
- Year: 2019
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Symmetric radial decreasing rearrangement can increase the fractional Gagliardo norm in domains
- Author(s): Li, Dong ; Wang, Ke
- Source: Communications in Contemporary Mathematics, 27 August 2018
- Year: 2018
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Random Perturbation of Low Rank Matrices: Improving Classical Bounds
- Author(s): O'Rourke, Sean; Vu, Van; Wang, Ke
- Source: Linear Algebra and its Applications, v. 540, March 2018, p. 26-59
- Year: 2018
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Eigenvectors of Random Matrices: A Survey
- Author(s): O'Rourke, Sean; Vu, Van; Wang, Ke
- Source: Journal of Combinatorial Theory. Series A. , v. 144, November 2016, p. 361-442
- Year: 2016
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Random Weighted Projections, Random Quadratic Forms and Random Eigenvectors
- Author(s): Vu, Van; Wang, Ke
- Source: Random Structures and Algorithms. , v. 47, (4), December 2015, p. 792-821
- Year: 2015
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Sparse Random Graphs: Eigenvalues and Eigenvectors
- Author(s): Tran, Linh V.; Vu, Van; Wang, Ke
- Source: Random Structures and Algorithms. , v. 42, (1), January 2013, p. 110-134
- Year: 2013
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Random Covariance Matrices: Universality of Local Statistics of Eigenvalues Up to the Edge
- Author(s): Wang, Ke
- Source: Random Matrices: Theory and Applications. , v. 1, (1), 2012, Jan
- Year: 2011
Conference paper
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An Innovative Approach for Analysing Rank Deficient Covariance Matrices
- Author(s): Tucci, Gabriel H.; Wang, Ke
- Source: IEEE International Symposium on Information Theory - Proceedings. , 2012, p. 2596-2600, Article number 6283987
- Year: 2012
Preprint
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Statistical Properties of Eigenvalues of Laplace-beltrami Operators
- Author(s): Jiang, Tiefeng; Wang, Ke
- Source: arXiv, Feb 2016, Article number:1602.00406v1
- Year: 2016
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New Methods for Handling Singular Covariance Matrices
- Author(s): Tucci, Gabriel H.; Wang, Ke
- Source: arXiv, Nov 2011, Article number 1111.0235
- Year: 2011