Hao Helen Zhang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 13

Top Topics

Probability Estimation

Regression Forests

Top Venues

J. Biomed. Informatics

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Xi Chen, Yashika Sharma, Hao Helen Zhang, Xin Hao, Qiang Zhou
Gaussian Process Model with Tensorial Inputs and Its Application to the Design of 3D Printed Antennas. CoRR (2024)
Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen
Heterogeneous Domain Adaptation With Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Liyun Zeng, Hao Helen Zhang
Robust Brain MRI Image Classification with SIBOW-SVM. CoRR (2023)
Keaton Hamm, Zhaoying Lu, Wenbo Ouyang, Hao Helen Zhang
Boosting Nyström Method. CoRR (2023)
Xin Wang, Zhengyuan Zhu, Hao Helen Zhang
Spatial heterogeneity automatic detection and estimation. Comput. Stat. Data Anal. 180 (2023)
Liyun Zeng, Hao Helen Zhang
Sparse Learning and Class Probability Estimation with Weighted Support Vector Machines. CoRR (2023)
Liyun Zeng, Hao Helen Zhang
Linear Algorithms for Nonparametric Multiclass Probability Estimation. CoRR (2022)
Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen
Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity. CoRR (2022)
Chanwoo Lee, Lexin Li, Hao Helen Zhang, Miaoyan Wang
Nonparametric Trace Regression in High Dimensions via Sign Series Representation. CoRR (2021)
Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang, Yves A. Lussier
Correction to: binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions. BMC Bioinform. 21 (1) (2020)
Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang, Yves A. Lussier
binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions. BMC Bioinform. 21 (1) (2020)
Qike Li, Samir Rachid Zaim, Dillon Aberasturi, Joanne Berghout, Haiquan Li, Francesca Vitali, Colleen Kenost, Hao Helen Zhang, Yves A. Lussier
Interpretation of 'Omics dynamics in a single subject using local estimates of dispersion between two transcriptomes. AMIA (2019)
Qike Li, A. Grant Schissler, Vincent Gardeux, Joanne Berghout, Ikbel Achour, Colleen Kenost, Haiquan Li, Hao Helen Zhang, Yves A. Lussier
kMEn: Analyzing noisy and bidirectional transcriptional pathway responses in single subjects. J. Biomed. Informatics 66 (2017)
Haiquan Li, Nima Pouladi, Ikbel Achour, Vincent Gardeux, Jianrong Li, Qike Li, Hao Helen Zhang, Fernando D. Martinez, Joe G. N. 'Skip' Garcia, Yves A. Lussier
eQTL networks unveil enriched mRNA master integrators downstream of complex disease-associated SNPs. J. Biomed. Informatics 58 (2015)
Bradley C. Turnbull, Subhashis Ghosal, Hao Helen Zhang
Iterative selection using orthogonal regression techniques. Stat. Anal. Data Min. 6 (6) (2013)
Dewi Rahardja, Yan D. Zhao, Hao Helen Zhang
Bayesian Inference of Odds Ratios in Misclassified Binary Data with a Validation Substudy. Commun. Stat. Simul. Comput. 39 (10) (2010)
Hao Helen Zhang, Wenbin Lu, Hansheng Wang
On sparse estimation for semiparametric linear transformation models. J. Multivar. Anal. 101 (7) (2010)
Xiao Ni, Hao Helen Zhang, Daowen Zhang
Automatic model selection for partially linear models. J. Multivar. Anal. 100 (9) (2009)
Huan Liu, Yongqiang Tang, Hao Helen Zhang
A new chi-square approximation to the distribution of non-negative definite quadratic forms in non-central normal variables. Comput. Stat. Data Anal. 53 (4) (2009)
Yufeng Liu, Hao Helen Zhang, Cheolwoo Park, Jeongyoun Ahn
penalty. Comput. Stat. Data Anal. 51 (12) (2007)
Hao Helen Zhang, Jeongyoun Ahn, Xiaodong Lin, Cheolwoo Park
Gene selection using support vector machines with non-convex penalty. Bioinform. 22 (1) (2006)
Michael C. Ferris, Meta M. Voelker, Hao Helen Zhang
Model building with likelihood basis pursuit. Optim. Methods Softw. 19 (5) (2004)