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Volumn 3, Issue January, 2014, Pages 1898-1906

Flexible transfer learning under support and model shift

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; INFORMATION SCIENCE;

EID: 84937915474     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (90)

References (25)
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    • Improving predictive inference under covariate shift by weighting the log-likelihood function
    • Shimodaira, Hidetoshi. Improving predictive inference under covariate shift by weighting the log-likelihood function. Journal of Statistical Planning and Inference, 90(2): 227-244, 2000.
    • (2000) Journal of Statistical Planning and Inference , vol.90 , Issue.2 , pp. 227-244
    • Shimodaira, H.1
  • 11
    • 71149099279 scopus 로고    scopus 로고
    • Hilbert space embeddings of conditional distributions with applications to dynamical systems
    • Song, Le, Huang, Jonathan, Smola, Alex, and Fukumizu, Kenji. Hilbert space embeddings of conditional distributions with applications to dynamical systems. ICML 2009, 2009.
    • (2009) ICML 2009
    • Song, L.1    Huang, J.2    Smola, A.3    Fukumizu, K.4
  • 12
    • 84897514005 scopus 로고    scopus 로고
    • Domian adaptation under target and conditional shift
    • Zhang, Kun, Schlkopf, Bernhard, Muandet, Krikamol, and Wang, Zhikun. Domian adaptation under target and conditional shift. ICML 2013, 2013.
    • (2013) ICML 2013
    • Zhang, K.1    Schlkopf, B.2    Muandet, K.3    Wang, Z.4
  • 15
    • 85162355574 scopus 로고    scopus 로고
    • A two-stage weighting framework for multi-source domain adaptation
    • Sun, Qian, Chattopadhyay, Rita, Panchanathan, Sethuraman, and Ye, Jieping. A two-stage weighting framework for multi-source domain adaptation. NIPS, 2011.
    • (2011) NIPS
    • Sun, Q.1    Chattopadhyay, R.2    Panchanathan, S.3    Ye, J.4
  • 16
    • 84919819631 scopus 로고    scopus 로고
    • Active transfer learning under model shift
    • Wang, Xuezhi, Huang, Tzu-Kuo, and Schneider, Jeff. Active transfer learning under model shift. ICML, 2014.
    • (2014) ICML
    • Wang, X.1    Huang, T.-K.2    Schneider, J.3
  • 17
    • 79951754204 scopus 로고    scopus 로고
    • A survey on transfer learning
    • Pan, Sinno Jialin and Yang, Qiang. A survey on transfer learning. TKDE 2009, 2009.
    • (2009) TKDE 2009
    • Pan, S.J.1    Yang, Q.2
  • 18
    • 0033726013 scopus 로고    scopus 로고
    • Gaussian process regression: Active data selection and test point rejection
    • Seo, Sambu, Wallat, Marko, Graepel, Thore, and Obermayer, Klaus. Gaussian process regression: Active data selection and test point rejection. IJCNN, 2000.
    • (2000) IJCNN
    • Seo, S.1    Wallat, M.2    Graepel, T.3    Obermayer, K.4
  • 19
    • 84874057211 scopus 로고    scopus 로고
    • A variance minimization criterion to active learning on graphs
    • Ji, Ming and Han, Jiawei. A variance minimization criterion to active learning on graphs. AISTATS, 2012.
    • (2012) AISTATS
    • Ji, M.1    Han, J.2
  • 21
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    • Sigma-optimality for active learning on Gaussian random fields
    • Ma, Yifei, Garnett, Roman, and Schneider, Jeff. Sigma-optimality for active learning on gaussian random fields. NIPS, 2013.
    • (2013) NIPS
    • Ma, Y.1    Garnett, R.2    Schneider, J.3
  • 22
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    • Actively transfer domain knowledge
    • Shi, Xiaoxiao, Fan, Wei, and Ren, Jiangtao. Actively transfer domain knowledge. ECML, 2008.
    • (2008) ECML
    • Shi, X.1    Fan, W.2    Ren, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.