Hua Zhou
Hua Zhou
Departments of Biostatistics and Computational Medicine, UCLA
Verified email at - Homepage
Cited by
Cited by
Tensor regression with applications in neuroimaging data analysis
H Zhou, L Li, H Zhu
Journal of American Statistical Association 108 (502), 540-552, 2013
Testing in Microbiome-Profiling Studies with MiRKAT, the Microbiome Regression-Based Kernel Association Test
N Zhao, J Chen, IM Carroll, T Ringel-Kulka, MP Epstein, H Zhou, J Zhou, ...
The American Journal of Human Genetics 96 (5), 797–807, 2015
Regularized matrix regression
H Zhou, L Li
Journal of the Royal Statistical Society: Series B 76 (2), 463–483, 2014
Association screening of common and rare genetic variants by penalized regression
H Zhou, M Sehl, J Sinsheimer, K Lange
Bioinformatics 26 (19), 2357-2382, 2010
Mendel: the Swiss army knife of genetic analysis programs
K Lange, JC Papp, JS Sinsheimer, R Sripracha, H Zhou, E Sobel
Bioinformatics 29 (12), 1568-1570, 2013
A quasi-Newton acceleration for high-dimensional optimization algorithms
H Zhou, D Alexander, K Lange
Statistics and Computing 21 (2), 261-273, 2011
Tucker Tensor Regression and Neuroimaging Analysis
X Li, H Zhou, L Li
arXiv:1304.5637, 2013
Algorithms for fitting the constrained lasso
BR Gaines, J Kim, H Zhou
Journal of Computational and Graphical Statistics 27 (4), 861-871, 2018
Genotype imputation via matrix completion
E Chi, H Zhou, G Chen, D Ortega, K Lange
Genome Research 23, 509-518, 2013
MM algorithms for some discrete multivariate distributions
H Zhou, K Lange
Journal of Computational and Graphical Statistics 19 (3), 656-665, 2010
Regression models for multivariate count data
Y Zhang, H Zhou, J Zhou, W Sun
Journal of Computational and Graphical Statistics 26 (1), 1-13, 2017
Graphics Processing Units and High-Dimensional Optimization
H Zhou, K Lange, M Suchard
Statistical Science 25 (3), 311-324, 2010
Imaging genetics via sparse canonical correlation analysis
E Chi, G Allen, H Zhou, O Kohannim, K Lange, P Thompson
2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI), 740-743, 2013
Provable convex co-clustering of tensors
EC Chi, BR Gaines, WW Sun, H Zhou, J Yang
The Journal of Machine Learning Research 21 (1), 8792-8849, 2020
MM algorithms for geometric and signomial programming
K Lange, H Zhou
Mathematical Programming 143 (1), 339-356, 2014
On the bumpy road to the dominant mode
H Zhou, K Lange
Scandinavian Journal of Statistics 37 (4), 612-631, 2010
Distance majorization and its applications
E Chi, H Zhou, K Lange
Mathematical Programming 146 (1), 409–436, 2014
Penalized regression for genome-wide association screening of sequence data
H Zhou, D Alexander, M Sehl, J Sinsheimer, E Sobel, K Lange
Pacific Symposium of Biocomputing 16, 106-117, 2011
Rates of convergence of some multivariate Markov chains with polynomial eigenfunctions
K Khare, H Zhou
Annals of Applied Probability 19 (2), 737-777, 2009
A brief survey of modern optimization for statisticians
K Lange, E Chi, H Zhou
International Statistical Review 82 (1), 46–70, 2014
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