Xiucai Ding

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Perturbation Theory

Laplace Beltrami

Top Venues

IEEE Trans. Inf. Theory

KSII Trans. Internet Inf. Syst.

J. Multivar. Anal.

Publications

Xiucai Ding, Rong Ma
Kernel spectral joint embeddings for high-dimensional noisy datasets using duo-landmark integral operators. CoRR (2024)
Xiucai Ding, Hau-Tieng Wu
Impact of Signal-to-Noise Ratio and Bandwidth on Graph Laplacian Spectrum From High-Dimensional Noisy Point Cloud. IEEE Trans. Inf. Theory 69 (3) (2023)
Xiucai Ding, Rong Ma
Learning Low-Dimensional Nonlinear Structures from High-Dimensional Noisy Data: An Integral Operator Approach. CoRR (2022)
Xiucai Ding, Fan Yang
Edge statistics of large dimensional deformed rectangular matrices. J. Multivar. Anal. 192 (2022)
Xiucai Ding, Fan Yang
Tracy-Widom Distribution for Heterogeneous Gram Matrices With Applications in Signal Detection. IEEE Trans. Inf. Theory 68 (10) (2022)
Xiucai Ding, Hau-Tieng Wu
On the Spectral Property of Kernel-Based Sensor Fusion Algorithms of High Dimensional Data. IEEE Trans. Inf. Theory 67 (1) (2021)
Xiucai Ding, Thomas Trogdon
A Riemann-Hilbert approach to the perturbation theory for orthogonal polynomials: Applications to numerical linear algebra and random matrix theory. CoRR (2021)
Xiucai Ding, Hau-Tieng Wu
How do kernel-based sensor fusion algorithms behave under high dimensional noise? CoRR (2021)
Xiucai Ding, Thomas Trogdon
The conjugate gradient algorithm on a general class of spiked covariance matrices. CoRR (2021)
Xiucai Ding, Xianyi Chen, Mengling Zou, Guangxing Zhang
ASSVD: Adaptive Sparse Singular Value Decomposition for High Dimensional Matrices. KSII Trans. Internet Inf. Syst. 14 (6) (2020)
Xiucai Ding, Hau-Tieng Wu
Phase transition of graph Laplacian of high dimensional noisy random point cloud. CoRR (2020)