15 citations · 18 across the 6 of their papers we have counts for
4 papers · 1 filter
Scalable Optimal Margin Distribution Machine
Yilin Wang, Nan Cao, Teng Zhang +2
Optimal margin Distribution Machine (ODM) is a newly proposed statistical learning framework rooting in the novel margin theory, which demonstrates better generalization performanc…
On the Optimization of Margin Distribution
Meng-Zhang Qian, Zheng Ai, Teng Zhang +1
Margin has played an important role on the design and analysis of learning algorithms during the past years, mostly working with the maximization of the minimum margin. Recent year…
Optimal Margin Distribution Machine
Teng Zhang, Zhi-Hua Zhou
Support vector machine (SVM) has been one of the most popular learning algorithms, with the central idea of maximizing the minimum margin, i.e., the smallest distance from the inst…
Large Margin Distribution Machine
Teng Zhang, Zhi-Hua Zhou
Support vector machine (SVM) has been one of the most popular learning algorithms, with the central idea of maximizing the minimum margin, i.e., the smallest distance from the inst…