Dao-Hong Xiang

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 6

Top Topics

Learning Problems

Top Venues

Adv. Comput. Math.

Int. J. Wavelets Multiresolution Inf. Process.

Publications

Amina Benabid, Jun Fan, Dao-Hong Xiang
Comparison theorems on large-margin learning. Int. J. Wavelets Multiresolution Inf. Process. 19 (5) (2021)
Jun Fan, Dao-Hong Xiang
Comparison theorems on large-margin learning. CoRR (2019)
Andreas Christmann, Dao-Hong Xiang, Ding-Xuan Zhou
Total stability of kernel methods. Neurocomputing 289 (2018)
Andreas Christmann, Dao-Hong Xiang, Ding-Xuan Zhou
Total stability of kernel methods. CoRR (2017)
Jia Cai, Dao-Hong Xiang
Statistical consistency of coefficient-based conditional quantile regression. J. Multivar. Anal. 149 (2016)
Andreas Christmann, Florian Dumpert, Dao-Hong Xiang
A short note on extension theorems and their connection to universal consistency in machine learning. CoRR (2016)
Dao-Hong Xiang
Conditional quantiles with varying Gaussians. Adv. Comput. Math. 38 (4) (2013)
Dao-Hong Xiang
A new comparison theorem on conditional quantiles. Appl. Math. Lett. 25 (1) (2012)
Dao-Hong Xiang, Ting Hu, Ding-Xuan Zhou
Approximation Analysis of Learning Algorithms for Support Vector Regression and Quantile Regression. J. Appl. Math. 2012 (2012)
Dao-Hong Xiang, Ting Hu, Ding-Xuan Zhou
Learning with varying insensitive loss. Appl. Math. Lett. 24 (12) (2011)
Dao-Hong Xiang
Logistic classification with varying Gaussians. Comput. Math. Appl. 61 (2) (2011)
Hong-Yan Wang, Dao-Hong Xiang, Ding-Xuan Zhou
Moving least-square method in learning theory. J. Approx. Theory 162 (3) (2010)
Dao-Hong Xiang, Ding-Xuan Zhou
Classification with Gaussians and Convex Loss. J. Mach. Learn. Res. 10 (2009)
Zhi-Wei Pan, Dao-Hong Xiang, Quan-Wu Xiao, Ding-Xuan Zhou
Parzen windows for multi-class classification. J. Complex. 24 (5-6) (2008)
Di-Rong Chen, Dao-Hong Xiang
The consistency of multicategory support vector machines. Adv. Comput. Math. 24 (1-4) (2006)