Xiaowei Zhang
Xiaowei Zhang
Staff Algorithm Engineer, BIGO Technology, Singapore
Verified email at bii.a-star.edu.sg - Homepage
Title
Cited by
Cited by
Year
Sparse Canonical Correlation Analysis: New Formulation and Algorithm
D Chu, LZ Liao, MK Ng, X Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (12), 3050 …, 2013
822013
A Graph-Theoretical Approach for Tracing Filamentary Structures in Neuronal and Retinal Images
J De, L Cheng, X Zhang, F Lin, H Li, K Ong, W Yu, Y Yu, S Ahmed
IEEE Transactions on Medical Imaging 35 (1), 257-272, 2015
532015
Estimate Hand Poses Efficiently from Single Depth Images
C Xu, A Nanjappa, X Zhang, L Cheng
International Journal of Computer Vision, 2015
322015
Segment 2D and 3D Filaments by Learning Structured and Contextual Features
L Gu, X Zhang, H Zhao, H Li, L Cheng
IEEE Transactions on Medical Imaging, 2016
252016
Sparse uncorrelated linear discriminant analysis for undersampled problems
X Zhang, D Chu, RCE Tan
IEEE Transactions on Neural Networks and Learning Systems 27 (7), 1469-1485, 2015
212015
Sparse Kernel Canonical Correlation Analysis
D Chu, LZ Liao, MK Ng, X Zhang
Proceedings of the International MultiConference of Engineers and Computer …, 2013
212013
Tracing retinal blood vessels by matrix-forest theorem of directed graphs
L Cheng, J De, X Zhang, F Lin, H Li
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014 …, 2014
182014
Sparse Uncorrelated Linear Discriminant Analysis
X Zhang, D Chu
Proceedings of the 30th International Conference on Machine Learning, 45-52, 2013
172013
Transduction on Directed Graphs via Absorbing Random Walks
J De, X Zhang, F Lin, L Cheng
IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 2017
142017
Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method
H Zhu, X Zhang, D Chu, LZ Liao
Journal of Scientific Computing, 2017
122017
Multivariate Regression with Grossly Corrupted Observations: A Robust Approach and its Applications
X Zhang, C Xu, Y Zhang, T Zhu, L Cheng
arXiv, 2017
62017
Multivariate Regression with Gross Errors on Manifold-valued Data
X Zhang, X Shi, Y Sun, L Cheng
IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 2018
42018
Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data
X Zhang, L Cheng, D Chu, LZ Liao, MK Ng, RCE Tan
SIAM Journal on Scientific Computing 38 (3), B414-B439, 2016
42016
ℓ0-based sparse canonical correlation analysis with application to cross-language document retrieval
J Cai, W Dan, X Zhang
Neurocomputing, 2018
22018
Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction
X Zhang, L Cheng, T Zhu
Asian Conference on Machine Learning 45, 112-126, 2015
22015
Sparse Dimensionality Reduction Methods: Algorithms and Applications
X Zhang
National University of Singapore, 2013
22013
Sparse Kernel Canonical Correlation Analysis via -regularization
X Zhang, D Chu, LZ Liao, MK Ng
arXiv, 2017
12017
Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform
D Teng, X Zhang, L Cheng, D Chu
IEEE Transactions on Big Data, 2020
2020
Multivariate Regression with Gross Errors on Manifold-valued Data - Supplemental Material
X Zhang, X Shi, Y Sun, L Cheng
https://zhangxw87.github.io/files/Geodesic_Regression_v2_Supp.pdf, 2017
2017
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