Hanwen Huang

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 6

Top Topics

Generalization Error

Benchmark Data Sets

Discriminative Learning

Support Vector Machine

Top Venues

Publications

Yongjun Yan, Jinxiang Wang, Yan Wang, Chuan Hu, Hanwen Huang, Guodong Yin
A Cooperative Trajectory Planning System Based on the Passengers' Individual Preferences of Aggressiveness. IEEE Trans. Veh. Technol. 72 (1) (2023)
Hanwen Huang, Qinglong Yang
Large scale analysis of generalization error in learning using margin based classification methods. CoRR (2020)
Hanwen Huang, Andreas Handel, Xiao Song
A Bayesian approach to estimate parameters of ordinary differential equation. Comput. Stat. 35 (3) (2020)
Hanwen Huang
Large dimensional analysis of general margin based classification methods. CoRR (2019)
Hanwen Huang
Asymptotic Behavior Of Margin-Based Classification Methods. SSP (2018)
Hanwen Huang
Asymptotic behavior of Support Vector Machine for spiked population model. J. Mach. Learn. Res. 18 (2017)
Zhongxue Chen, Hanwen Huang, Qingzhong Liu
Detecting differentially methylated loci for multiple treatments based on high-throughput methylation data. BMC Bioinform. 15 (2014)
Hanwen Huang, Zhongxue Chen, Xudong Huang
Age-adjusted nonparametric detection of differential DNA methylation with case-control designs. BMC Bioinform. 14 (2013)
Hanwen Huang, Xiaosun Lu, Yufeng Liu, Perry Haaland, J. S. Marron
R/DWD: distance-weighted discrimination for classification, visualization and batch adjustment. Bioinform. 28 (8) (2012)
Fred A. Wright, Hanwen Huang, Xiaojun Guan, Kevin Gamiel, Clark D. Jeffries, William T. Barry, Fernando Pardo-Manuel de Villena, Patrick F. Sullivan, Kirk C. Wilhelmsen, Fei Zou
Simulating association studies: a data-based resampling method for candidate regions or whole genome scans. Bioinform. 23 (19) (2007)