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Volumn 1, Issue , 2008, Pages 62-65

Bayesian task-level transfer learning for non-linear regression

Author keywords

Bayesian hierarchical model; RBF network; Regression; Transfer learning

Indexed keywords

BAYESIAN; BAYESIAN HIERARCHICAL MODEL; HIERARCHICAL BAYESIAN; KNOWLEDGE-SHARING; LABELED DATUM; MULTI-TASK LEARNING; NON-LINEAR REGRESSIONS; PRIOR DISTRIBUTIONS; RBF NETWORK; REGRESSION; TASK LEARNING; TRANSFER LEARNING;

EID: 61849148813     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSSE.2008.1612     Document Type: Conference Paper
Times cited : (21)

References (12)
  • 1
    • 0031189914 scopus 로고    scopus 로고
    • Multi-task learning
    • R. Caruana. Multi-task learning. Machine Learning, 1997, 28(1): 41-75.
    • (1997) Machine Learning , vol.28 , Issue.1 , pp. 41-75
    • Caruana, R.1
  • 2
    • 27844439373 scopus 로고    scopus 로고
    • R. K. Ando, T. Zhang. A framework for learning predictive structures from multiple tasks and unlabeled data. The Journal of Machine Learning Research, 2005, 6(1): 1817-1853.
    • R. K. Ando, T. Zhang. A framework for learning predictive structures from multiple tasks and unlabeled data. The Journal of Machine Learning Research, 2005, 6(1): 1817-1853.
  • 3
    • 84864063089 scopus 로고    scopus 로고
    • Multi-task feature learning
    • ACM Press
    • A. Argyriou, T. Evgeniou, M. Pontil. Multi-task feature learning. In: NIPS'06. ACM Press, 2006. 41-48.
    • (2006) NIPS'06 , pp. 41-48
    • Argyriou, A.1    Evgeniou, T.2    Pontil, M.3
  • 4
    • 0346238931 scopus 로고    scopus 로고
    • Task clustering and gating for Bayesian multitask learning
    • B. Bakker, T. Heskes. Task clustering and gating for Bayesian multitask learning. The Journal of Machine Learning Research, 2003, 4(12): 83-89.
    • (2003) The Journal of Machine Learning Research , vol.4 , Issue.12 , pp. 83-89
    • Bakker, B.1    Heskes, T.2
  • 9
    • 85086527835 scopus 로고    scopus 로고
    • A nonparametric hierarchical Bayesian framework for information filtering
    • K. Yu, V. Tresp, S. Yu. A nonparametric hierarchical Bayesian framework for information filtering. In: SIGIR'04.
    • SIGIR'04
    • Yu, K.1    Tresp, V.2    Yu, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.