Yong Zhang
Citée par
Citée par
Sparse approximation via penalty decomposition methods
Z Lu, Y Zhang
SIAM Journal on Optimization 23 (4), 2448-2478, 2013
An augmented Lagrangian approach for sparse principal component analysis
Z Lu, Y Zhang
Mathematical programming 135 (1-2), 149-193, 2012
An efficient algorithm for ℓ 0 minimization in wavelet frame based image restoration
B Dong, Y Zhang
Journal of Scientific Computing 54 (2), 350-368, 2013
ℓ₀ Minimization for wavelet frame based image restoration
Y Zhang, B Dong, Z Lu
Mathematics of Computation 82 (282), 995-1015, 2013
Penalty decomposition methods for rank minimization
Y Zhang, Z Lu
Advances in neural information processing systems 24, 2011
Personalized cross-silo federated learning on non-iid data
Y Huang, L Chu, Z Zhou, L Wang, J Liu, J Pei, Y Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7865-7873, 2021
Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study
KM Pohl, EV Sullivan, T Rohlfing, W Chu, D Kwon, BN Nichols, Y Zhang, ...
NeuroImage 130, 194-213, 2016
An alternating direction method for finding Dantzig selectors
Z Lu, TK Pong, Y Zhang
Computational Statistics & Data Analysis 56 (12), 4037-4046, 2012
Extracting patterns of morphometry distinguishing HIV associated neurodegeneration from mild cognitive impairment via group cardinality constrained classification
Y Zhang, D Kwon, P Esmaeili‐Firidouni, A Pfefferbaum, EV Sullivan, ...
Human brain mapping 37 (12), 4523-4538, 2016
Multi-Tissue Decomposition of Diffusion MRI Signals via Sparse-Group Estimation
PT Yap, Y Zhang, D Shen
IEEE Transactions on Image Processing 25 (9), 4340-4353, 2016
Denoising of Diffusion MRI Data via Graph Framelet Matching in xq Space
G Chen, B Dong, Y Zhang, W Lin, D Shen, PT Yap
IEEE Transactions on Medical Imaging 38 (12), 2838-2848, 2019
Logistic regression confined by cardinality-constrained sample and feature selection
E Adeli, X Li, D Kwon, Y Zhang, KM Pohl
IEEE transactions on pattern analysis and machine intelligence 42 (7), 1713-1728, 2019
Regularized low-rank approximation via iterative reweighted singular value minimization
Z Lu, Y Zhang, J Lu
Computational Optimization and Applications 68 (3), 619-642, 2017
Brain Tissue Segmentation Based on Diffusion MRI Using ℓ0 Sparse-Group Representation Classification
PT Yap, Y Zhang, D Shen
International Conference on Medical Image Computing and Computer-Assisted …, 2015
Neighborhood matching for curved domains with application to denoising in diffusion MRI
G Chen, B Dong, Y Zhang, D Shen, PT Yap
International Conference on Medical Image Computing and Computer-Assisted …, 2017
Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals
SH Park, Y Zhang, D Kwon, Q Zhao, NM Zahr, A Pfefferbaum, EV Sullivan, ...
Scientific reports 8 (1), 1-14, 2018
Computing group cardinality constraint solutions for logistic regression problems
Y Zhang, D Kwon, KM Pohl
Medical image analysis 35, 58-69, 2017
Iterative Reweighted Singular Value Minimization Methods for Regularized Unconstrained Matrix Minimization
Z Lu, Y Zhang
arXiv preprint arXiv:1401.0869, 2014
Facing small and biased data dilemma in drug discovery with federated learning
Z Xiong, Z Cheng, C Xu, X Lin, X Liu, D Wang, X Luo, Y Zhang, N Qiao, ...
BioRxiv, 2020
Robust Counterfactual Explanations on Graph Neural Networks
M Bajaj, L Chu, ZY Xue, J Pei, L Wang, PCH Lam, Y Zhang
Advances in Neural Information Processing Systems 34, 2021
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