Michael K. P. Ng

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Dimensionality Reduction

Adaptive Quantization

Statistical Estimation

Top Venues

SIAM J. Imaging Sci.

IEEE Trans. Inf. Theory

Pattern Recognit.

Appl. Math. Lett.

Publications

Ningning Han, Juan Nie, Jian Lu, Michael K. P. Ng
Stochastic Variance Reduced Gradient for Affine Rank Minimization Problem. SIAM J. Imaging Sci. 17 (2) (2024)
Hanrui Wu, Lei Tian, Yanxin Wu, Jia Zhang, Michael K. P. Ng, Jinyi Long
Transferable graph auto-encoders for cross-network node classification. Pattern Recognit. 150 (2024)
Chengyao Lyu, Junjun Pan, Michael K. P. Ng, Xile Zhao
Randomized low rank approximation for nonnegative pure quaternion matrices. Appl. Math. Lett. 150 (2024)
Junren Chen, Michael K. P. Ng
Phase Retrieval of Quaternion Signal via Wirtinger Flow. IEEE Trans. Signal Process. 71 (2023)
Ye Liu, Junjun Pan, Michael K. P. Ng
Tucker network: Expressive power and comparison. Neural Networks 160 (2023)
Ben-Zheng Li, Xi-Le Zhao, Xiongjun Zhang, Teng-Yu Ji, Xinyu Chen, Michael K. P. Ng
A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion. SIAM J. Imaging Sci. 16 (3) (2023)
Junren Chen, Cheng-Long Wang, Michael K. P. Ng, Di Wang
High Dimensional Statistical Estimation Under Uniformly Dithered One-Bit Quantization. IEEE Trans. Inf. Theory 69 (8) (2023)
Tai-Xiang Jiang, Michael K. P. Ng, Junjun Pan, Guang-Jing Song
Nonnegative low rank tensor approximations with multidimensional image applications. Numerische Mathematik 153 (1) (2023)