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Volumn 5211 LNAI, Issue PART 1, 2008, Pages 71-85

An algorithm for transfer learning in a heterogeneous environment

Author keywords

Learning to learn; Multi task learning; Transfer learning

Indexed keywords

DATABASE SYSTEMS; EDUCATION; GROUP TECHNOLOGY; LEARNING SYSTEMS; ROBOT LEARNING;

EID: 56049122238     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87479-9_23     Document Type: Conference Paper
Times cited : (53)

References (14)
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    • A framework for learning predictive structures from multiple tasks and unlabeled data
    • Ando, R.K., Zhang, T.: A framework for learning predictive structures from multiple tasks and unlabeled data. Journal of Machine Learning Research 6, 1817-1853 (2005)
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 1817-1853
    • Ando, R.K.1    Zhang, T.2
  • 2
    • 55149088329 scopus 로고    scopus 로고
    • Convex multi-task feature learning
    • Argyriou, A., Evgeniou, T., Pontil, M.: Convex multi-task feature learning. Machine Learning (2008), http://www.springerlink.com/content/ 161105027v344n03
    • (2008) Machine Learning
    • Argyriou, A.1    Evgeniou, T.2    Pontil, M.3
  • 5
    • 0346238931 scopus 로고    scopus 로고
    • Task clustering and gating for Bayesian multi-task learning
    • Bakker, B., Heskes, T.: Task clustering and gating for Bayesian multi-task learning. Journal of Machine Learning Research 4, 83-99 (2003)
    • (2003) Journal of Machine Learning Research , vol.4 , pp. 83-99
    • Bakker, B.1    Heskes, T.2
  • 7
    • 0031189914 scopus 로고    scopus 로고
    • Multi-task learning
    • Caruana, R.: Multi-task learning. Machine Learning 28, 41-75 (1997)
    • (1997) Machine Learning , vol.28 , pp. 41-75
    • Caruana, R.1
  • 9
    • 0034853839 scopus 로고    scopus 로고
    • A rank minimization heuristic with application to minimum order system approximation
    • Fazel, M., Hindi, H., Boyd, S.P.: A rank minimization heuristic with application to minimum order system approximation. In: Proceedings, American Control Conference, pp. 4734-4739 (2001)
    • (2001) Proceedings, American Control Conference , pp. 4734-4739
    • Fazel, M.1    Hindi, H.2    Boyd, S.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.