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Volumn , Issue , 2011, Pages 1209-1216

Generalized boosting algorithms for convex optimization

Author keywords

[No Author keywords available]

Indexed keywords

BOOSTING ALGORITHM; BOOSTING APPROACH; CONVEX OBJECTIVES; GRADIENT BASED; GRADIENT BOOSTING; LOSS FUNCTIONS; NON-SMOOTH; STRONG CONVERGENCE; WEAK LEARNER;

EID: 80053451267     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (31)

References (18)
  • 2
    • 77953344311 scopus 로고    scopus 로고
    • PhD thesis, The Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA
    • Bradley, D. M. Learning in Modular Systems. PhD thesis, The Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA, 2009.
    • (2009) Learning in Modular Systems
    • Bradley, D.M.1
  • 3
    • 0010442827 scopus 로고    scopus 로고
    • On the algorithmic implementation of multiclass kernel-based vector machines
    • March
    • Crammer, K. and Singer, Y. On the algorithmic implementation of multiclass kernel-based vector machines. J. Mach. Learn. Res., 2:265-292, March 2002.
    • (2002) J. Mach. Learn. Res. , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2
  • 6
    • 0031211090 scopus 로고    scopus 로고
    • A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
    • Freund, Y. and Schapire, R. E. A decision-theoretic generalization of on-line learning and an application to boosting, Journal of Computer and System Sciences, 55(1):119-139, 1997. (Pubitemid 127433398)
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 7
    • 4644367942 scopus 로고    scopus 로고
    • An efficient boosting algorithm for combining preferences
    • Freund, Y., Iyer, R., Schapire, R. E., and Singer, Y. An efficient boosting algorithm for combining preferences. J. Mach. Learn. Res., 4:933-969, 2003.
    • (2003) J. Mach. Learn. Res. , vol.4 , pp. 933-969
    • Freund, Y.1    Iyer, R.2    Schapire, R.E.3    Singer, Y.4
  • 8
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • Friedman, J. H. Greedy function approximation: A gradient boosting machine. Annals of Statistics, 29:1189-1232, 2000. (Pubitemid 33405972)
    • (2001) Annals of Statistics , vol.29 , Issue.5 , pp. 1189-1232
    • Friedman, J.H.1
  • 14
    • 67650957592 scopus 로고    scopus 로고
    • Learning to search: Functional gradient techniques for imitation learning
    • July
    • Ratliff, N., Silver, D., and Bagnell, J. A. Learning to search: Functional gradient techniques for imitation learning. Autonomous Robots, 27(1):25-53, July 2009.
    • (2009) Autonomous Robots , vol.27 , Issue.1 , pp. 25-53
    • Ratliff, N.1    Silver, D.2    Bagnell, J.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.