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Volumn 22, Issue , 2012, Pages 291-298

There's a hole in my data space: Piecewise predictors for heterogeneous learning problems

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CONVEX OPTIMIZATION; ERRORS; ITERATIVE METHODS;

EID: 84954231221     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (2)

References (15)
  • 1
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    • A. Azran and R. Meir. Data dependent risk bounds for hierarchical mixture of experts classifiers. In COLT, 2004.
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    • Azran, A.1    Meir, R.2
  • 2
    • 0038453192 scopus 로고    scopus 로고
    • Rademacher and Gaussian complexities: Risk bounds and structural results
    • P. Bartlett and S. Mendelson. Rademacher and gaussian complexities: Risk bounds and structural results. JMLR, 3:463-482, 2002.
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    • Bartlett, P.1    Mendelson, S.2
  • 3
    • 9444249273 scopus 로고    scopus 로고
    • Piecewise-linear classifiers, formal neurons and separability of the learning sets
    • L. Bobrowski. Piecewise-linear classifiers, formal neurons and separability of the learning sets. In ICPR, 1996.
    • (1996) ICPR
    • Bobrowski, L.1
  • 5
    • 33749235181 scopus 로고    scopus 로고
    • Locally adaptive classification piloted by uncertainty
    • J. Dai, S. Yan, X. Tang, and J. Kwok. Locally adaptive classification piloted by uncertainty. In ICML, 2006.
    • (2006) ICML
    • Dai, J.1    Yan, S.2    Tang, X.3    Kwok, J.4
  • 6
    • 77955220369 scopus 로고    scopus 로고
    • Ensemble of linear experts as an in-terpretable piecewise-linear classifier
    • P. Hartono. Ensemble of linear experts as an in-terpretable piecewise-linear classifier. ICIC Express Letters, 2(3), 2008.
    • (2008) ICIC Express Letters , vol.2 , pp. 3
    • Hartono, P.1
  • 7
    • 33746976662 scopus 로고    scopus 로고
    • A simple and fast multi-class piece-wise linear pattern classifier
    • A. Kostin. A simple and fast multi-class piece-wise linear pattern classifier. Pattern Recognition, 39:1949-1962, 2006.
    • (2006) Pattern Recognition , vol.39 , pp. 1949-1962
    • Kostin, A.1
  • 10
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    • Primal-dual subgradient methods for convex problems
    • August
    • Yu. Nesterov. Primal-dual subgradient methods for convex problems. Mathematical Programming, 120(1):221-259, August 2009.
    • (2009) Mathematical Programming , vol.120 , Issue.1 , pp. 221-259
    • Nesterov, Yu.1
  • 11
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    • Pe-gasos: Primal estimated sub-GrAdient SOlver for SVM
    • S. Shalev-Shwartz, Y. Singer, and N. Srebro. Pe-gasos: Primal Estimated sub-GrAdient SOlver for SVM. In ICML, 2007.
    • (2007) ICML
    • Shalev-Shwartz, S.1    Singer, Y.2    Srebro, N.3
  • 13
    • 31844440737 scopus 로고    scopus 로고
    • Learning discontinuities with products-of-sigmoids for switching between local models
    • M. Toussaint and S. Vijayakumar. Learning discontinuities with products-of-sigmoids for switching between local models. In ICML, 2005.
    • (2005) ICML
    • Toussaint, M.1    Vijayakumar, S.2
  • 14
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    • Dual averaging methods for regularized stochastic learning and online optimization
    • L. Xiao. Dual averaging methods for regularized stochastic learning and online optimization. Journal of Machine Learning Research, 11:2543-2596, 2010.
    • (2010) Journal of Machine Learning Research , vol.11 , pp. 2543-2596
    • Xiao, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.