Xiaowei Zhang

According to our database, Xiaowei Zhang authored at least 16 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform.

Dan Teng, Xiaowei Zhang, Li Cheng, Delin Chu

IEEE Trans. Big Data, 2022

2020

Semi-Supervised Learning in Medical Images Through Graph-Embedded Random Forest.

Lin Gu, Xiaowei Zhang, Shaodi You, Shen Zhao, Zhenzhong Liu, Tatsuya Harada

Frontiers Neuroinformatics, 2020

2019

Multivariate Regression with Gross Errors on Manifold-Valued Data.

Xiaowei Zhang, Xudong Shi, Yu Sun, Li Cheng

IEEE Trans. Pattern Anal. Mach. Intell., 2019

ℓ₀-based sparse canonical correlation analysis with application to cross-language document retrieval.

Jia Cai, Wei Dan, Xiaowei Zhang

Neurocomputing, 2019

2018

Transduction on Directed Graphs via Absorbing Random Walks.

Jaydeep De, Xiaowei Zhang, Feng Lin, Li Cheng

IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017

Segment 2D and 3D Filaments by Learning Structured and Contextual Features.

Lin Gu, Xiaowei Zhang, He Zhao, Huiqi Li, Li Cheng

IEEE Trans. Medical Imaging, 2017

Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints: An Approximate Augmented Lagrangian Method.

Hong Zhu, Xiaowei Zhang, Delin Chu, Li-Zhi Liao

J. Sci. Comput., 2017

Multivariate Regression with Grossly Corrupted Observations: A Robust Approach and its Applications.

Xiaowei Zhang, Chi Xu, Yu Zhang, Tingshao Zhu, Li Cheng

CoRR, 2017

2016

Sparse Uncorrelated Linear Discriminant Analysis for Undersampled Problems.

Xiaowei Zhang, Delin Chu, Roger C. E. Tan

IEEE Trans. Neural Networks Learn. Syst., 2016

A Graph-Theoretical Approach for Tracing Filamentary Structures in Neuronal and Retinal Images.

Jaydeep De, Li Cheng, Xiaowei Zhang, Feng Lin, Huiqi Li, Kok Haur Ong, Weimiao Yu, Yuanhong Yu, Sohail Ahmed

IEEE Trans. Medical Imaging, 2016

Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data.

Xiaowei Zhang, Li Cheng, Delin Chu, Li-Zhi Liao, Michael K. Ng, Roger C. E. Tan

SIAM J. Sci. Comput., 2016

Estimate Hand Poses Efficiently from Single Depth Images.

Chi Xu, Ashwin Nanjappa, Xiaowei Zhang, Li Cheng

Int. J. Comput. Vis., 2016

2015

Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction.

Xiaowei Zhang, Li Cheng, Tingshao Zhu

Proceedings of The 7th Asian Conference on Machine Learning, 2015

2014

Tracing Retinal Blood Vessels by Matrix-Forest Theorem of Directed Graphs.

Li Cheng, Jaydeep De, Xiaowei Zhang, Feng Lin, Huiqi Li

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

Sparse Canonical Correlation Analysis: New Formulation and Algorithm.

Delin Chu, Li-Zhi Liao, Michael K. Ng, Xiaowei Zhang

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Sparse Uncorrelated Linear Discriminant Analysis.

Xiaowei Zhang, Delin Chu

Proceedings of the 30th International Conference on Machine Learning, 2013