126 citations · 154 across the 2 of their papers we have counts for
2 papers
cs.LG2013★ 28 cited
Generalization Bounds for Domain Adaptation
Chao Zhang, Lei Zhang, Jieping Ye
In this paper, we provide a new framework to obtain the generalization bounds of the learning process for domain adaptation, and then apply the derived bounds to analyze the asympt…
stat.ML2012★ 126 cited
Multi-Stage Multi-Task Feature Learning
Pinghua Gong, Jieping Ye, Changshui Zhang
Multi-task sparse feature learning aims to improve the generalization performance by exploiting the shared features among tasks. It has been successfully applied to many applicatio…