Xiaowei Zhang

Orcid: 0000-0002-8952-0947

Affiliations:

A*STAR, Bioinformatics Institute, Singapore
National University of Singapore, Singapore (PhD 2013)
East China Normal University, Shanghai, China (former)

According to our database¹, Xiaowei Zhang authored at least 16 papers between 2013 and 2022.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2022

Least Squares Approximation via Sparse Subsampled Randomized Hadamard Transform.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

2020

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

[BibT_eX]

[DOI]

Frontiers Neuroinformatics, 2020

2019

Multivariate Regression with Gross Errors on Manifold-Valued Data.

[BibT_eX]

[DOI]

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

ℓ<sub>0</sub>-based sparse canonical correlation analysis with application to cross-language document retrieval.

[BibT_eX]

[DOI]

Jia Cai

Wei Dan

Xiaowei Zhang

Neurocomputing, 2019

2018

Transduction on Directed Graphs via Absorbing Random Walks.

[BibT_eX]

[DOI]

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

2017

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

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

[BibT_eX]

[DOI]

J. Sci. Comput., 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

2016

Sparse Uncorrelated Linear Discriminant Analysis for Undersampled Problems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

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

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2016

Estimate Hand Poses Efficiently from Single Depth Images.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2016

2015

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2013

Sparse Canonical Correlation Analysis: New Formulation and Algorithm.

[BibT_eX]

[DOI]

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

Sparse Uncorrelated Linear Discriminant Analysis.

[BibT_eX]

[DOI]

Xiaowei Zhang

Delin Chu

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

Xiaowei Zhang

Timeline

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