迁移学习研究进展

[1] Inductive transfer learning for unlabeled target-domain via hybrid regularization[J]. ZHUANG FuZhen1,3, LUO Ping2, HE Qing1 & SHI ZhongZhi1 1 Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China;2 Hewlett Packard Labs China, Beijing 100084, China;3 Graduate University of Chinese Academy of Sciences, Beijing 100190, China..Chinese Science Bulletin. 2009(14)

[2] 机器学习及其应用[M]. 清华大学出版社 , 周志华, 2011

[3] Domain Adaptation for Face Recognition: Targetize Source Domain Bridged by Common Subspace[J] . Meina Kan,Junting Wu,Shiguang Shan,Xilin Chen.International Journal of Computer Vision . 2014 (1-2)

[4] Generalized Transfer Subspace Learning Through Low-Rank Constraint [J]. International Journal of Computer Vision, 2014, 109 : 74 - 93

[5] Action-model acquisition for planning via transfer learning[J] . Hankz Hankui Zhuo,Qiang Yang.Artificial Intelligence . 2014

[6] Feature subspace transfer for collaborative filtering[J] . Jing Wang,Liangwen Ke.Neurocomputing . 2014

[7] Sparse Transfer Learning for Interactive Video Search Reranking [J]. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2012, 8 (03) : 1 - 19

[8] A theory of learning from different domains [J]. Machine Learning, 2010, 79 : 151 - 175

[9] Multi-domain learning by confidence-weighted parameter combination [J]. Machine Learning, 2010, 79 : 123 - 149

[10] A decision-theoretic generalization of on-line learning and an application to boosting [J]. JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 1997, 55 (01) : 119 - 139

[1] Inductive transfer learning for unlabeled target-domain via hybrid regularization[J]. ZHUANG FuZhen1,3, LUO Ping2, HE Qing1 & SHI ZhongZhi1 1 Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100190, China;2 Hewlett Packard Labs China, Beijing 100084, China;3 Graduate University of Chinese Academy of Sciences, Beijing 100190, China..Chinese Science Bulletin. 2009(14)

[2] 机器学习及其应用[M]. 清华大学出版社 , 周志华, 2011

[3] Domain Adaptation for Face Recognition: Targetize Source Domain Bridged by Common Subspace[J] . Meina Kan,Junting Wu,Shiguang Shan,Xilin Chen.International Journal of Computer Vision . 2014 (1-2)

[4] Generalized Transfer Subspace Learning Through Low-Rank Constraint [J]. International Journal of Computer Vision, 2014, 109 : 74 - 93

[5] Action-model acquisition for planning via transfer learning[J] . Hankz Hankui Zhuo,Qiang Yang.Artificial Intelligence . 2014

[6] Feature subspace transfer for collaborative filtering[J] . Jing Wang,Liangwen Ke.Neurocomputing . 2014

[7] Sparse Transfer Learning for Interactive Video Search Reranking [J]. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2012, 8 (03) : 1 - 19

[8] A theory of learning from different domains [J]. Machine Learning, 2010, 79 : 151 - 175

[9] Multi-domain learning by confidence-weighted parameter combination [J]. Machine Learning, 2010, 79 : 123 - 149

[10] A decision-theoretic generalization of on-line learning and an application to boosting [J]. JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 1997, 55 (01) : 119 - 139