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Volumn 4539 LNAI, Issue , 2007, Pages 484-498

Multitask learning with expert advice

Author keywords

[No Author keywords available]

Indexed keywords

BRANCH AND BOUND METHOD; EXPERT SYSTEMS; MULTITASKING; ONLINE SYSTEMS; PROBLEM SOLVING;

EID: 38049091231     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72927-3_35     Document Type: Conference Paper
Times cited : (32)

References (10)
  • 2
    • 21844456299 scopus 로고    scopus 로고
    • Learning multiple tasks with kernel methods
    • Evgeniou, T., Micchelli, C.A., Pontil, M.: Learning multiple tasks with kernel methods. JMLR 6, 615-637 (2005)
    • (2005) JMLR , vol.6 , pp. 615-637
    • Evgeniou, T.1    Micchelli, C.A.2    Pontil, M.3
  • 3
    • 27844439373 scopus 로고    scopus 로고
    • 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. JMLR 6, 1817-1853 (2005)
    • (2005) JMLR , vol.6 , pp. 1817-1853
    • Ando, R.K.1    Zhang, T.2
  • 4
    • 0031189914 scopus 로고    scopus 로고
    • Multitask learning
    • Caruana, R.: Multitask learning. Machine Learning 28(1), 41-75 (1997)
    • (1997) Machine Learning , vol.28 , Issue.1 , pp. 41-75
    • Caruana, R.1
  • 5
    • 33746070785 scopus 로고    scopus 로고
    • Dekel, O., Singer, Y., Long, P.: Online multitask learning. In: Lugosi, G., Simon, H.U. (eds.) COLT 2006. LNCS (LNAI), 4005, Springer, Heidelberg (2006)
    • Dekel, O., Singer, Y., Long, P.: Online multitask learning. In: Lugosi, G., Simon, H.U. (eds.) COLT 2006. LNCS (LNAI), vol. 4005, Springer, Heidelberg (2006)
  • 6
    • 14344277592 scopus 로고    scopus 로고
    • A model of inductive bias learning
    • Baxter, J.: A model of inductive bias learning. JAIR 12, 149-198 (2000)
    • (2000) JAIR , vol.12 , pp. 149-198
    • Baxter, J.1
  • 7
    • 9444270330 scopus 로고    scopus 로고
    • Ben-David, S., Schuller, R.: Exploiting task relatedness for mulitple task learning. In: COLT 2003, pp. 567-580. Springer, Heidelberg (2003)
    • Ben-David, S., Schuller, R.: Exploiting task relatedness for mulitple task learning. In: COLT 2003, pp. 567-580. Springer, Heidelberg (2003)
  • 8
    • 0041965987 scopus 로고    scopus 로고
    • Tracking a small set of experts by mixing past posteriors
    • Bousquet, O., Warmuth, M.K.: Tracking a small set of experts by mixing past posteriors. JMLR 3, 363-396 (2002)
    • (2002) JMLR , vol.3 , pp. 363-396
    • Bousquet, O.1    Warmuth, M.K.2
  • 9
    • 24644463787 scopus 로고    scopus 로고
    • Efficient algorithms for online decision problems
    • Kalai, A., Vempala, S.: Efficient algorithms for online decision problems. J. Comput. Syst. Sci. 71(3), 291-307 (2005)
    • (2005) J. Comput. Syst. Sci , vol.71 , Issue.3 , pp. 291-307
    • Kalai, A.1    Vempala, S.2
  • 10
    • 38049024529 scopus 로고    scopus 로고
    • Jerrum, M., Sinclair, A., Vigoda, E.: A polynomial-time approximation algorithm for the permanent of a matrix with non-negative entries. In: STOC '01
    • Jerrum, M., Sinclair, A., Vigoda, E.: A polynomial-time approximation algorithm for the permanent of a matrix with non-negative entries. In: STOC '01


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.