Hua Zhou

35 papers A* 1B 1Misc 1Journal 29Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
An approximate-copula distribution for statistical modeling.
PLoS Comput. Biol.
Sarah S. Ji, Benjamin B. Chu, Hua Zhou, Kenneth Lange
2024 J jnl
An Efficient Way to Find Optimal Crossover Designs Using CVX for Precision Medicine: Optimal Crossover Designs via CVX.
J. Data Sci. Stat. Vis.
Yin Li, Weng Kee Wong, Hua Zhou, Keumhee Chough Carriere
2023 J jnl
Bayesian Trend Filtering via Proximal Markov Chain Monte Carlo.
J. Comput. Graph. Stat.
Qiang Heng, Hua Zhou, Eric C. Chi
2023 J jnl
Multivariate genome-wide association analysis by iterative hard thresholding.
Bioinform.
Benjamin B. Chu, Seyoon Ko, Jin J. Zhou, Aubrey Jensen, Hua Zhou, Janet S. Sinsheimer, Kenneth Lange
2022 J jnl
Bag of little bootstraps for massive and distributed longitudinal data.
Stat. Anal. Data Min.
Xinkai Zhou, Jin J. Zhou, Hua Zhou
2022 J jnl
Extensions to the Proximal Distance Method of Constrained Optimization.
J. Mach. Learn. Res.
Alfonso Landeros, Oscar Hernan Madrid Padilla, Hua Zhou, Kenneth Lange
2022 J jnl
Orthogonal Trace-Sum Maximization: Tightness of the Semidefinite Relaxation and Guarantee of Locally Optimal Solutions.
SIAM J. Optim.
Joong-Ho Won, Teng Zhang, Hua Zhou
2021 J jnl
A fast data-driven method for genotype imputation, phasing and local ancestry inference: MendelImpute.jl.
Bioinform.
Benjamin B. Chu, Eric M. Sobel, Rory Wasiolek, Seyoon Ko, Janet S. Sinsheimer, Hua Zhou, Kenneth Lange
2021 J jnl
A novel nonlinear dimension reduction approach to infer population structure for low-coverage sequencing data.
BMC Bioinform.
Miao Zhang, Yiwen Liu, Hua Zhou, Joseph Watkins, Jin Zhou
2021 — conf
An automatic diagnosis of idiopathic pulmonary fibrosis (IPF) using domain knowledge-guided attention models in HRCT images.
Computer-Aided Diagnosis
Wenxi Yu, Hua Zhou, Youngwon Choi, Jonathan G. Goldin, Pangyu Teng, Hyun J. Grace Kim
2021 — conf
Mga-Net: Multi-Scale Guided Attention Models for an Automated Diagnosis of Idiopathic Pulmonary Fibrosis (IPF).
ISBI
Wenxi Yu, Hua Zhou, Youngwon Choi, Jonathan G. Goldin, Hyun J. Grace Kim
2021 J jnl
Modern simulation utilities for genetic analysis.
BMC Bioinform.
Sarah S. Ji, Christopher A. German, Kenneth Lange, Janet S. Sinsheimer, Hua Zhou, Jin Zhou, Eric M. Sobel
2021 J jnl
Orthogonal Trace-Sum Maximization: Applications, Local Algorithms, and Global Optimality.
SIAM J. Matrix Anal. Appl.
Joong-Ho Won, Hua Zhou, Kenneth Lange
2020 J jnl
DistStat.jl: Towards Unified Programming for High-Performance Statistical Computing Environments in Julia.
CoRR
Seyoon Ko, Hua Zhou, Jin Zhou, Joong-Ho Won
2020 A* conf
Domain Knowledge-Assisted Automatic Diagnosis of Idiopathic Pulmonary Fibrosis (IPF) Using High Resolution Computed Tomography (HRCT) (Student Abstract).
AAAI
Wenxi Yu, Hua Zhou, Jonathan G. Goldin, Hyun J. Grace Kim
2020 J jnl
Extensions to the Proximal Distance of Method of Constrained Optimization.
CoRR
Alfonso Landeros, Oscar Hernan Madrid Padilla, Hua Zhou, Kenneth Lange
2020 J jnl
Matrix Linear Discriminant Analysis.
Technometrics
Wei Hu, Weining Shen, Hua Zhou, Dehan Kong
2020 J jnl
OnlineStats.jl: A Julia package for statistics on data streams.
J. Open Source Softw.
Joshua Day, Hua Zhou
2020 J jnl
Probabilistic Error Analysis for Inner Products.
SIAM J. Matrix Anal. Appl.
Ilse C. F. Ipsen, Hua Zhou
2020 J jnl
Provable Convex Co-clustering of Tensors.
J. Mach. Learn. Res.
Eric C. Chi, Brian J. Gaines, Will Wei Sun, Hua Zhou, Jian Yang
2019 J jnl
Probabilistic Error Analysis for Inner Products.
CoRR
Ilse C. F. Ipsen, Hua Zhou
2019 J jnl
Proximal Distance Algorithms: Theory and Practice.
J. Mach. Learn. Res.
Kevin L. Keys, Hua Zhou, Kenneth Lange
2018 J jnl
MGLM: An R Package for Multivariate Categorical Data Analysis.
R J.
Juhyun Kim, Yiwen Zhang, Joshua Day, Hua Zhou
2017 B conf
Classification based on neuroimaging data by tensor boosting.
IJCNN
Bo Zhang, Hua Zhou, Liwei Wang, Chul Sung
2015 J jnl
Path following in the exact penalty method of convex programming.
Comput. Optim. Appl.
Hua Zhou, Kenneth Lange
2014 J jnl
Distance majorization and its applications.
Math. Program.
Eric C. Chi, Hua Zhou, Kenneth Lange
2014 J jnl
MM algorithms for geometric and signomial programming.
Math. Program.
Kenneth Lange, Hua Zhou
2013 — conf
Imaging genetics via sparse canonical correlation analysis.
ISBI
Eric C. Chi, Genevera I. Allen, Hua Zhou, Omid Kohannim, Kenneth Lange, Paul M. Thompson
2013 J jnl
Mendel: the Swiss army knife of genetic analysis programs.
Bioinform.
Kenneth Lange, Jeanette C. Papp, Janet S. Sinsheimer, Ram Sripracha, Hua Zhou, Eric M. Sobel
2012 J jnl
EM vs MM: A case study.
Comput. Stat. Data Anal.
Hua Zhou, Yiwen Zhang
2012 J jnl
Nonlinear dimension reduction with Wright-Fisher kernel for genotype aggregation and association mapping.
Bioinform.
Hongjie Zhu, Lexin Li, Hua Zhou
2011 J jnl
A fast procedure for calculating importance weights in bootstrap sampling.
Comput. Stat. Data Anal.
Hua Zhou, Kenneth Lange
2011 J jnl
A quasi-Newton acceleration for high-dimensional optimization algorithms.
Stat. Comput.
Hua Zhou, David H. Alexander, Kenneth Lange
2011 Misc conf
Penalized Regression for Genome-Wide Association Screening of Sequence Data.
Pacific Symposium on Biocomputing
Hua Zhou, David H. Alexander, Mary E. Sehl, Janet S. Sinsheimer, Kenneth Lange
2010 J jnl
Association screening of common and rare genetic variants by penalized regression.
Bioinform.
Hua Zhou, Mary E. Sehl, Janet S. Sinsheimer, Kenneth Lange