Heng Peng

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 11

Top Topics

Unsupervised Learning

Linear Regression Models

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

UbiComp/ISWC Adjunct

Publications

Yuling Jiao, Lican Kang, Jin Liu, Heng Peng, Heng Zuo
Model Free Prediction with Uncertainty Assessment. CoRR (2024)
Qishi Dong, Fengwei Zhou, Ning Kang, Chuanlong Xie, Shifeng Zhang, Jiawei Li, Heng Peng, Zhenguo Li
DAMix: Exploiting Deep Autoregressive Model Zoo for Improving Lossless Compression Generalization. AAAI (2023)
Xiao Chen, Zhenghui Feng, Heng Peng
Estimation and order selection for multivariate exponential power mixture models. J. Multivar. Anal. 195 (2023)
Heng Peng, Chuanlong Xie, Jingxin Zhao
Fast inference for semi-varying coefficient models via local averaging. Comput. Stat. Data Anal. 157 (2021)
Lei Li, Liyuan Mao, Yazhao Zhang, Junqi Chi, Taiwen Huang, Xiaoyue Cong, Heng Peng
Computational linguistics literature and citations oriented citation linkage, classification and summarization. Int. J. Digit. Libr. 19 (2-3) (2018)
Peirong Xu, Heng Peng, Tao Huang
Unsupervised learning of mixture regression models for longitudinal data. Comput. Stat. Data Anal. 125 (2018)
Jun Zhang, Zhenghui Feng, Heng Peng
Estimation and hypothesis test for partial linear multiplicative models. Comput. Stat. Data Anal. 128 (2018)
Ying Lu, Heng Peng, Jiwei Zhao, Ziming Deng, Zijian Huang, Jinchuan Zhang, Jian Deng, Zhiyong Wang, Chuanmin Wei
Ubiquitous blood pressure monitoring using EEG and PPG signals. UbiComp/ISWC Adjunct (2017)
Xia Cui, Ying Lu, Heng Peng
Estimation of partially linear regression models under the partial consistency property. Comput. Stat. Data Anal. 115 (2017)
Feipeng Zhang, Heng Peng, Yong Zhou
Composite partial likelihood estimation for length-biased and right-censored data with competing risks. J. Multivar. Anal. 149 (2016)
Lei Li, Liyuan Mao, Yazhao Zhang, Junqi Chi, Taiwen Huang, Xiaoyue Cong, Heng Peng
CIST System for CL-SciSumm 2016 Shared Task. BIRNDL@JCDL (2016)
Xia Cui, Ying Lu, Heng Peng
A Computationally Efficient Method for Estimating Semi Parametric Regression Functions. FE@NIPS (2015)
Yiping Yang, Gaorong Li, Heng Peng
Empirical likelihood of varying coefficient errors-in-variables models with longitudinal data. J. Multivar. Anal. 127 (2014)
Kun Zhang, Heng Peng, Laiwan Chan, Aapo Hyvärinen
Bridging Information Criteria and Parameter Shrinkage for Model Selection. CoRR (2013)
Huazhen Lin, Heng Peng
Smoothed rank correlation of the linear transformation regression model. Comput. Stat. Data Anal. 57 (1) (2013)
Heng Peng, Ying Lu
Model selection in linear mixed effect models. J. Multivar. Anal. 109 (2012)
Gaorong Li, Sanying Feng, Heng Peng
A profile-type smoothed score function for a varying coefficient partially linear model. J. Multivar. Anal. 102 (2) (2011)
Wenyang Zhang, Heng Peng
Simultaneous confidence band and hypothesis test in generalised varying-coefficient models. J. Multivar. Anal. 101 (7) (2010)
Kun Zhang, Heng Peng, Laiwan Chan, Aapo Hyvärinen
ICA with Sparse Connections: Revisited. ICA (2009)