150 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Wuhan UniversityCN13 papers
- Henan UniversityCN8 papers
- Hong Kong University of Science and TechnologyHK5 papers
- Chinese Academy of SciencesCN4 papers
- Hong Kong Polytechnic UniversityHK4 papers
- University College LondonGB4 papers
- Wuhan Institute of Physics and MathematicsCN4 papers
- Duke-NUS Medical SchoolSG3 papers
- Nanjing Normal UniversityCN3 papers
- Central China Normal UniversityCN2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- China University of GeosciencesCN2 papers
3 papers · 1 filter
Efficient Sparse Least Absolute Deviation Regression with Differential Privacy
Weidong Liu, Xiaojun Mao, Xiaofei Zhang +1
In recent years, privacy-preserving machine learning algorithms have attracted increasing attention because of their important applications in many scientific fields. However, in t…
Large scale analysis of generalization error in learning using margin based classification methods
Hanwen Huang, Qinglong Yang
Large-margin classifiers are popular methods for classification. We derive the asymptotic expression for the generalization error of a family of large-margin classifiers in the lim…
A convergence and asymptotic analysis of the generalized symmetric FastICA algorithm
Tianwen Wei
This contribution deals with the generalized symmetric FastICA algorithm in the domain of Independent Component Analysis (ICA). The generalized symmetric version of FastICA has bee…