% csauthors.net - beta - BibTeX bibliography of Jian Huang 003
@article{journals/bioinformatics/MaH05,
title = {Regularized ROC method for disease classification and biomarker selection with microarray data.},
year = {2005},
journal = {Bioinform.},
author = {{Shuangge Ma} and {Jian Huang 003}}
}
@article{journals/bmcbi/WangHXMS05,
title = {A robust two-way semi-linear model for normalization of cDNA microarray data.},
year = {2005},
journal = {BMC Bioinform.},
author = {{Deli Wang} and {Jian Huang 003} and {Hehuang Xie} and {Liliana Manzella} and {Marcelo Bento Soares}}
}
@article{journals/bmcbi/MaSH06,
title = {Regularized binormal ROC method in disease classificationusing microarray data.},
year = {2006},
journal = {BMC Bioinform.},
author = {{Shuangge Ma} and {Xiao Song} and {Jian Huang 003}}
}
@article{journals/bioinformatics/MaH07,
title = {Clustering threshold gradient descent regularization: with applications to microarray studies.},
year = {2007},
journal = {Bioinform.},
author = {{Shuangge Ma} and {Jian Huang 003}}
}
@article{journals/bmcbi/MaH07,
title = {Additive risk survival model with microarray data.},
year = {2007},
journal = {BMC Bioinform.},
author = {{Shuangge Ma} and {Jian Huang 003}}
}
@article{journals/bmcbi/MaSH07,
title = {Supervised group Lasso with applications to microarray data analysis.},
year = {2007},
journal = {BMC Bioinform.},
author = {{Shuangge Ma} and {Xiao Song} and {Jian Huang 003}}
}
@article{journals/bib/MaH08,
title = {Penalized feature selection and classification in bioinformatics.},
year = {2008},
journal = {Briefings Bioinform.},
author = {{Shuangge Ma} and {Jian Huang 003}}
}
@article{journals/bmcbi/MaH09,
title = {Regularized gene selection in cancer microarray meta-analysis.},
year = {2009},
journal = {BMC Bioinform.},
author = {{Shuangge Ma} and {Jian Huang 003}}
}
@article{journals/bib/MaHSLS10,
title = {Semiparametric prognosis models in genomic studies.},
year = {2010},
journal = {Briefings Bioinform.},
author = {{Shuangge Ma} and {Jian Huang 003} and {Mingyu Shi} and {Yang Li 070} and {Ben-Chang Shia}}
}
@article{journals/bioinformatics/MaZHHHLRBZ10,
title = {Identification of non-Hodgkin's lymphoma prognosis signatures using the CTGDR method.},
year = {2010},
journal = {Bioinform.},
author = {{Shuangge Ma} and {Yawei Zhang} and {Jian Huang 003} and {Xuesong Han} and {Theodore Holford} and {Qing Lan} and {Nathaniel Rothman} and {Peter Boyle} and {Tongzhang Zheng}}
}
@article{journals/bmcbi/SongHM12,
title = {Integrative prescreening in analysis of multiple cancer genomic studies.},
year = {2012},
journal = {BMC Bioinform.},
author = {{Rui Song 006} and {Jian Huang 003} and {Shuangge Ma}}
}
@article{journals/csda/MaDHX12,
title = {Identification of breast cancer prognosis markers via integrative analysis.},
year = {2012},
journal = {Comput. Stat. Data Anal.},
author = {{Shuangge Ma} and {Ying Dai} and {Jian Huang 003} and {Yang Xie}}
}
@article{journals/bib/ShiSLHZM14,
title = {Similarity of markers identified from cancer gene expression studies: observations from GEO.},
year = {2014},
journal = {Briefings Bioinform.},
author = {{Xingjie Shi} and {Shihao Shen} and {Jin Liu 011} and {Jian Huang 003} and {Yong Zhou} and {Shuangge Ma}}
}
@article{journals/sac/JiangH14,
title = {Majorization minimization by coordinate descent for concave penalized generalized linear models.},
year = {2014},
journal = {Stat. Comput.},
author = {{Dingfeng Jiang} and {Jian Huang 003}}
}
@article{journals/bib/ZhaoSXHSM15,
title = {Combining multidimensional genomic measurements for predicting cancer prognosis: observations from TCGA.},
year = {2015},
journal = {Briefings Bioinform.},
author = {{Qing Zhao} and {Xingjie Shi} and {Yang Xie} and {Jian Huang 003} and {Ben-Chang Shia} and {Shuangge Ma}}
}
@article{journals/bioinformatics/ShiZHXM15,
title = {Deciphering the associations between gene expression and copy number alteration using a sparse double Laplacian shrinkage approach.},
year = {2015},
journal = {Bioinform.},
author = {{Xingjie Shi} and {Qing Zhao} and {Jian Huang 003} and {Yang Xie} and {Shuangge Ma}}
}
@article{journals/sac/BrehenyH15,
title = {Group descent algorithms for nonconvex penalized linear and logistic regression models with grouped predictors.},
year = {2015},
journal = {Stat. Comput.},
author = {{Patrick Breheny} and {Jian Huang 003}}
}
@article{journals/cssc/CaoHJL17,
title = {A lower bound based smoothed quasi-Newton algorithm for group bridge penalized regression.},
year = {2017},
journal = {Commun. Stat. Simul. Comput.},
author = {{Yongxiu Cao} and {Jian Huang 003} and {Yuling Jiao} and {Yanyan Liu}}
}
@article{journals/corr/abs-1810-03814,
title = {SNAP: A semismooth Newton algorithm for pathwise optimization with optimal local convergence rate and oracle properties.},
year = {2018},
journal = {CoRR},
author = {{Jian Huang 003} and {Yuling Jiao} and {Xiliang Lu} and {Yueyong Shi} and {Qinglong Yang}}
}
@article{journals/csda/ShiHHM18,
title = {A Forward and Backward Stagewise algorithm for nonconvex loss functions with adaptive Lasso.},
year = {2018},
journal = {Comput. Stat. Data Anal.},
author = {{Xingjie Shi} and {Yuan Huang} and {Jian Huang 003} and {Shuangge Ma}}
}
@article{journals/jmlr/HuangJLL18,
title = {A Constructive Approach to \$L_0\$ Penalized Regression.},
year = {2018},
journal = {J. Mach. Learn. Res.},
author = {{Jian Huang 003} and {Yuling Jiao} and {Yanyan Liu} and {Xiliang Lu}}
}
@article{journals/ma/LvYLLH18,
title = {On the sign consistency of the Lasso for the high-dimensional Cox model.},
year = {2018},
journal = {J. Multivar. Anal.},
author = {{Shaogao Lv} and {Mengying You} and {Huazhen Lin} and {Heng Lian} and {Jian Huang 003}}
}
@article{journals/siamsc/HuangJLZ18,
title = {Robust Decoding from 1-Bit Compressive Sampling with Ordinary and Regularized Least Squares.},
year = {2018},
journal = {SIAM J. Sci. Comput.},
author = {{Jian Huang 003} and {Yuling Jiao} and {Xiliang Lu} and {Liping Zhu}}
}
@article{journals/ma/YangYH19,
title = {High-dimensional integrative analysis with homogeneity and sparsity recovery.},
year = {2019},
journal = {J. Multivar. Anal.},
author = {{Xinfeng Yang} and {Xiaodong Yan} and {Jian Huang 003}}
}
@article{journals/bioinformatics/YangSJ0CZSLYL20,
title = {CoMM-S2: a collaborative mixed model using summary statistics in transcriptome-wide association studies.},
year = {2020},
journal = {Bioinform.},
author = {{Yi Yang 028} and {Xingjie Shi} and {Yuling Jiao} and {Jian Huang 003} and {Min Chen} and {Xiang Zhou} and {Lei Sun} and {Xinyi Lin} and {Can Yang 002} and {Jin Liu 011}}
}
@article{journals/corr/abs-2001-05819,
title = {A Support Detection and Root Finding Approach for Learning High-dimensional Generalized Linear Models.},
year = {2020},
journal = {CoRR},
author = {{Jian Huang 003} and {Yuling Jiao} and {Lican Kang} and {Jin Liu 011} and {Yanyan Liu} and {Xiliang Lu}}
}
@article{journals/corr/abs-2002-02862,
title = {Learning Implicit Generative Models with Theoretical Guarantees.},
year = {2020},
journal = {CoRR},
author = {{Yuan Gao} and {Jian Huang 003} and {Yuling Jiao} and {Jin Liu 011}}
}
@article{journals/corr/abs-2006-05865,
title = {Deep Dimension Reduction for Supervised Representation Learning.},
year = {2020},
journal = {CoRR},
author = {{Jian Huang 003} and {Yuling Jiao} and {Xu Liao} and {Jin Liu 011} and {Zhou Yu}}
}
@article{journals/corr/abs-2012-06094,
title = {Generative Learning With Euler Particle Transport.},
year = {2020},
journal = {CoRR},
author = {{Yuan Gao} and {Jian Huang 003} and {Yuling Jiao} and {Jin Liu 011} and {Xiliang Lu} and {Jerry Zhijian Yang}}
}
@article{journals/tnn/ShiHJY20,
title = {A Semismooth Newton Algorithm for High-Dimensional Nonconvex Sparse Learning.},
year = {2020},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Yueyong Shi} and {Jian Huang 003} and {Yuling Jiao} and {Qinglong Yang}}
}
@inproceedings{conf/msml/GaoHJLLY21,
title = {Deep Generative Learning via Euler Particle Transport.},
year = {2021},
booktitle = {MSML},
author = {{Yuan Gao} and {Jian Huang 003} and {Yuling Jiao} and {Jin Liu} and {Xiliang Lu} and {Jerry Zhijian Yang}},
publisher = {PMLR},
booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual Conference / Lausanne, Switzerland.}
}
@inproceedings{conf/nips/LiuYHJW21,
title = {Non-asymptotic Error Bounds for Bidirectional GANs.},
year = {2021},
booktitle = {NeurIPS},
author = {{Shiao Liu} and {Yunfei Yang} and {Jian Huang 003} and {Yuling Jiao} and {Yang Wang 020}},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual.}
}
@article{journals/corr/abs-2105-00292,
title = {Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks.},
year = {2021},
journal = {CoRR},
author = {{Guohao Shen} and {Yuling Jiao} and {Yuanyuan Lin} and {Jian Huang 003}}
}
@article{journals/corr/abs-2110-02787,
title = {Relative Entropy Gradient Sampler for Unnormalized Distributions.},
year = {2021},
journal = {CoRR},
author = {{Xingdong Feng} and {Yuan Gao} and {Jian Huang 003} and {Yuling Jiao} and {Xu Liu 024}}
}
@article{journals/corr/abs-2112-10039,
title = {Wasserstein Generative Learning of Conditional Distribution.},
year = {2021},
journal = {CoRR},
author = {{Shiao Liu} and {Xingyu Zhou} and {Yuling Jiao} and {Jian Huang 003}}
}
@inproceedings{conf/nips/ShenJLH22,
title = {Approximation with CNNs in Sobolev Space: with Applications to Classification.},
year = {2022},
booktitle = {NeurIPS},
author = {{Guohao Shen} and {Yuling Jiao} and {Yuanyuan Lin} and {Jian Huang 003}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022.}
}
@article{journals/corr/abs-2207-10442,
title = {Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks.},
year = {2022},
journal = {CoRR},
author = {{Guohao Shen} and {Yuling Jiao} and {Yuanyuan Lin} and {Joel L. Horowitz} and {Jian Huang 003}}
}
@article{journals/corr/abs-2207-10772,
title = {Deep Sufficient Representation Learning via Mutual Information.},
year = {2022},
journal = {CoRR},
author = {{Siming Zheng} and {Yuanyuan Lin} and {Jian Huang 003}}
}
@article{journals/corr/abs-2210-10161,
title = {Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction.},
year = {2022},
journal = {CoRR},
author = {{Wenlu Tang} and {Guohao Shen} and {Yuanyuan Lin} and {Jian Huang 003}}
}
@article{journals/csda/ChengFHJZ22,
title = {ℓ0-Regularized high-dimensional accelerated failure time model.},
year = {2022},
journal = {Comput. Stat. Data Anal.},
author = {{Chao Cheng} and {Xingdong Feng} and {Jian Huang 003} and {Yuling Jiao} and {Shuang Zhang}}
}
@article{journals/cstat/HuangJKLLL22,
title = {GSDAR: a fast Newton algorithm for ℓ 0 regularized generalized linear models with statistical guarantee.},
year = {2022},
journal = {Comput. Stat.},
author = {{Jian Huang 003} and {Yuling Jiao} and {Lican Kang} and {Jin Liu 011} and {Yanyan Liu} and {Xiliang Lu}}
}
@article{journals/jmlr/0003JLL0Y22,
title = {An Error Analysis of Generative Adversarial Networks for Learning Distributions.},
year = {2022},
journal = {J. Mach. Learn. Res.},
author = {{Jian Huang 003} and {Yuling Jiao} and {Zhen Li} and {Shiao Liu} and {Yang Wang 020} and {Yunfei Yang}}
}
@article{journals/sigpro/HuangJLSYY22,
title = {PSNA: A pathwise semismooth Newton algorithm for sparse recovery with optimal local convergence and oracle properties.},
year = {2022},
journal = {Signal Process.},
author = {{Jian Huang 003} and {Yuling Jiao} and {Xiliang Lu} and {Yueyong Shi} and {Qinglong Yang} and {Yuanyuan Yang}}
}
@article{journals/corr/abs-2305-00608,
title = {Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression.},
year = {2023},
journal = {CoRR},
author = {{Guohao Shen} and {Yuling Jiao} and {Yuanyuan Lin} and {Jian Huang 003}}
}
@article{journals/corr/abs-2309-00771,
title = {Non-Asymptotic Bounds for Adversarial Excess Risk under Misspecified Models.},
year = {2023},
journal = {CoRR},
author = {{Changyu Liu} and {Yuling Jiao} and {Junhui Wang} and {Jian Huang 003}}
}