94 citations · 141 across the 11 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.LG2014★ 1 cited
Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning
Chao Zhang, Dacheng Tao, Tao Hu +1
In this paper, we study the generalization performance of regularized multi-task learning (RMTL) in a vector-valued framework, where MTL is considered as a learning process for vec…
cs.NE2014★ 5 cited
A Parallel Way to Select the Parameters of SVM Based on the Ant Optimization Algorithm
Chao Zhang, Hong-cen Mei, Hao Yang
A large number of experimental data shows that Support Vector Machine (SVM) algorithm has obvious advantages in text classification, handwriting recognition, image classification,…
cs.LG2014★ 3 cited
Generalization Bounds for Representative Domain Adaptation
Chao Zhang, Lei Zhang, Wei Fan +1
In this paper, we propose a novel framework to analyze the theoretical properties of the learning process for a representative type of domain adaptation, which combines data from m…