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Volumn , Issue , 2011, Pages

Composite multiclass losses

Author keywords

[No Author keywords available]

Indexed keywords

BREGMAN; COMPOSITE REPRESENTATIONS; CONDITION; EXISTENCE AND UNIQUENESS; LINK FUNCTIONS; LOSS FUNCTIONS; MULTICLASS PREDICTION; PREDICTION PROBLEM; PROPERNESS; STATIONARITY;

EID: 85162507709     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (34)

References (23)
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  • 2
    • 33947274775 scopus 로고    scopus 로고
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    • Tilmann Gneiting and Adrian E. Raftery. Strictly proper scoring rules, prediction, and estimation. Journal of the American Statistical Association, 102(477):359-378, March 2007.
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    • Gneiting, T.1    Raftery, A.E.2
  • 3
    • 79955815221 scopus 로고    scopus 로고
    • Information divergence and risk for binary experiments
    • March
    • Mark D. Reid and Robert C. Williamson. Information, divergence and risk for binary experiments. Journal of Machine Learning Research, 12:731-817, March 2011.
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    • Reid, M.D.1    Williamson, R.C.2
  • 6
    • 26944483874 scopus 로고    scopus 로고
    • Statistical analysis of some multi-category large margin classification methods
    • Tong Zhang. Statistical analysis of some multi-category large margin classification methods. Journal of Machine Learning Research, 5:1225-1251, 2004.
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 1225-1251
    • Zhang, T.1
  • 7
    • 38349108477 scopus 로고    scopus 로고
    • A framework for kernel-based multi-category classification
    • Simon I. Hill and Arnaud Doucet. A framework for kernel-based multi-category classification. Journal of Artificial Intelligence Research, 30:525-564, 2007.
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    • Hill, S.I.1    Doucet, A.2
  • 8
    • 34249062309 scopus 로고    scopus 로고
    • On the consistency of multiclass classification methods
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    • Tewari, A.1    Bartlett, P.L.2
  • 11
    • 70049095487 scopus 로고    scopus 로고
    • New multicategory boosting algorithms based on multicategory Fisher-consistent losses
    • Hui Zou, Ji Zhu and Trevor Hastie. New multicategory boosting algorithms based on multicategory Fisher-consistent losses. The Annals of Applied Statistics, 2(4):1290-1306, 2008.
    • (2008) The Annals of Applied Statistics , vol.2 , Issue.4 , pp. 1290-1306
    • Zou, H.1    Zhu, J.2    Hastie, T.3
  • 14
    • 85162510988 scopus 로고    scopus 로고
    • Composite multiclass losses. (with proofs)
    • To appear in ,October
    • Elodie Vernet, Robert C. Williamson and Mark D. Reid. Composite multiclass losses. (with proofs). To appear in NIPS 2011,October 2011. http://users.cecs.anu.edu.au/~williams/papers/P188.pdf.
    • (2011) NIPS 2011
    • Vernet, E.1    Williamson, R.C.2    Reid, M.D.3
  • 16
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    • Elicitation and evaluation of statistical forecasts
    • March
    • Nicolas S. Lambert. Elicitation and evaluation of statistical forecasts. Technical report, Stanford University, March 2010. http://www.stanford.edu/ ~nlambert/lambert-elicitation.pdf.
    • (2010) Technical Report, Stanford University
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  • 17
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    • On the structure of strict sense Bayesian cost functions and its applications
    • May
    • Jesús Cid-Sueiro and Aníbal R. Figueiras-Vidal.On the structure of strict sense Bayesian cost functions and its applications. IEEE Transactions on Neural Networks, 12(3):445-455, May 2001.
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  • 21
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    • Johansen, S.1


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