메뉴 건너뛰기




Volumn , Issue , 2008, Pages 1681-1685

Functional Bregman divergence

Author keywords

[No Author keywords available]

Indexed keywords

BREG-MAN DIVERGENCES; DISTORTION FUNCTIONS; FINITE NUMBERS; FINITE SETS; INTERNATIONAL SYMPOSIUM; PARAMETERIZED; POSITIVE FUNCTIONS; RELATIVE ENTROPY; SQUARED DIFFERENCES;

EID: 52349098751     PISSN: 21578101     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIT.2008.4595274     Document Type: Conference Paper
Times cited : (18)

References (19)
  • 2
    • 2942627097 scopus 로고    scopus 로고
    • Information geometry of U-Boost and Bregman divergence
    • N. Murata, T. Takenouchi. T. Kanamori, and S. Eguchi, "Information geometry of U-Boost and Bregman divergence," Neural Computation. vol. 16, pp. 1437-1481. 2004.
    • (2004) Neural Computation , vol.16 , pp. 1437-1481
    • Murata, N.1    Takenouchi, T.2    Kanamori, T.3    Eguchi, S.4
  • 3
    • 0036643072 scopus 로고    scopus 로고
    • Logistic regression, AdaBoost and Bregman distances
    • M. Collins, R. E. Schapire. and Y. Singer, "Logistic regression, AdaBoost and Bregman distances," Machine Learning, vol. 48. pp. 253-285, 2002.
    • (2002) Machine Learning , vol.48 , pp. 253-285
    • Collins, M.1    Schapire, R.E.2    Singer, Y.3
  • 4
    • 0035575628 scopus 로고    scopus 로고
    • Relative loss bounds for multidimensional regression problems
    • J. Kivinen and M. Warmuth, "Relative loss bounds for multidimensional regression problems," Machine Learning, vol. 45, no. 3. pp. 301-329, 2001.
    • (2001) Machine Learning , vol.45 , Issue.3 , pp. 301-329
    • Kivinen, J.1    Warmuth, M.2
  • 5
    • 0033280975 scopus 로고    scopus 로고
    • Additive models, boosting, and inference for generalized divergences
    • J. Lafferty, "Additive models, boosting, and inference for generalized divergences," Proc. of Conf. on Learning Theory (COLT), 1999.
    • (1999) Proc. of Conf. on Learning Theory (COLT)
    • Lafferty, J.1
  • 8
    • 0025209334 scopus 로고
    • General entropy criteria for inverse problems, with applications to data compression, pattern classification, and cluster analysis
    • L. K. Jones and C. L. Byrne, "General entropy criteria for inverse problems, with applications to data compression, pattern classification, and cluster analysis," IEEE Trans. on Information Theory, vol. 36, pp. 23-30, 1990.
    • (1990) IEEE Trans. on Information Theory , vol.36 , pp. 23-30
    • Jones, L.K.1    Byrne, C.L.2
  • 12
    • 33746102377 scopus 로고    scopus 로고
    • Unifying divergence minimization and statistical inference via convex duality
    • Y. Altun and A. Smola, "Unifying divergence minimization and statistical inference via convex duality," Proc. of Conf. on Learning Theory (COLT). 2006.
    • (2006) Proc. of Conf. on Learning Theory (COLT)
    • Altun, Y.1    Smola, A.2
  • 13
    • 0031185365 scopus 로고    scopus 로고
    • M. C. Pardo and 1. Vajda, About distances of discrete distiibutions satisfying the data processing theorem of information theory, IEEE Trans. on Information Theory, 43, no. 4, pp. 1288-1293, 1997.
    • M. C. Pardo and 1. Vajda, "About distances of discrete distiibutions satisfying the data processing theorem of information theory," IEEE Trans. on Information Theory, vol. 43, no. 4, pp. 1288-1293, 1997.
  • 14
    • 23744473964 scopus 로고    scopus 로고
    • On the optimality of conditional expectation as a Bregman predictor
    • A. Banerjee, X. Guo. and H. Wang, "On the optimality of conditional expectation as a Bregman predictor," IEEE Trans. on Information Theory, vol. 51, no. 7, pp. 2664-2669, 2005.
    • (2005) IEEE Trans. on Information Theory , vol.51 , Issue.7 , pp. 2664-2669
    • Banerjee, A.1    Guo, X.2    Wang, H.3
  • 15
    • 0006409966 scopus 로고
    • Generalized projections for non-negative functions
    • I. Csiszár, "Generalized projections for non-negative functions," Acta Mathematica Hungarica, vol. 68, pp. 161-185, 1995.
    • (1995) Acta Mathematica Hungarica , vol.68 , pp. 161-185
    • Csiszár, I.1
  • 17
    • 84888016867 scopus 로고    scopus 로고
    • Functional Bregman divergence and Bayesian estimation of distributions
    • available on arXiv and at
    • B. A. Frigyik, S. Srivastava, and M. R. Gupta, "Functional Bregman divergence and Bayesian estimation of distributions," In review for journal publication, available on arXiv and at idl.ee.washington.edu.
    • In review for journal publication
    • Frigyik, B.A.1    Srivastava, S.2    Gupta, M.R.3
  • 18
    • 84972506151 scopus 로고
    • Integrals which are convex functionals
    • T. Rockafellar, "Integrals which are convex functionals," Pacific Journal of Mathematics, vol. 24, no. 3, pp. 525-539, 1968.
    • (1968) Pacific Journal of Mathematics , vol.24 , Issue.3 , pp. 525-539
    • Rockafellar, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.