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Volumn , Issue , 2011, Pages

Gaussian Process training with input noise

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN DISTRIBUTION; ITERATIVE METHODS;

EID: 85162379599     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (211)

References (11)
  • 2
    • 0040424226 scopus 로고    scopus 로고
    • Regression with input-dependent noise: A Gaussian Process treatment
    • Paul W. Goldberg, Christopher K. I. Williams, and Christopher M. Bishop. Regression with input-dependent noise: A Gaussian Process treatment. NIPS-98, 1998.
    • (1998) NIPS-98
    • Goldberg, P.W.1    Williams, C.K.I.2    Bishop, C.M.3
  • 3
    • 67650803753 scopus 로고    scopus 로고
    • Most likely heteroscedastic Gaussian Process regression
    • Kristian Kersting, Christian Plagemann, Patrick Pfaff, and Wolfram Burgard. Most likely heteroscedastic Gaussian Process regression. ICML-07, 2007.
    • (2007) ICML-07
    • Kersting, K.1    Plagemann, C.2    Pfaff, P.3    Burgard, W.4
  • 4
    • 4344681939 scopus 로고    scopus 로고
    • Doubly penalized likelihood estimator in heteroscedastic regression
    • Ming Yuan and Grace Wahba. Doubly penalized likelihood estimator in heteroscedastic regression. Statistics and Probability Letter, 69:11-20, 2004.
    • (2004) Statistics and Probability Letter , vol.69 , pp. 11-20
    • Yuan, M.1    Wahba, G.2
  • 5
    • 31844456216 scopus 로고    scopus 로고
    • Heteroscedastic Gaussian Process regression
    • Quoc V. Le, Alex J. Smola, and Stephane Canu. Heteroscedastic Gaussian Process regression. Procedings of ICML-05, pages 489-496, 2005.
    • (2005) Procedings of ICML-05 , pp. 489-496
    • Le, Q.V.1    Smola, A.J.2    Canu, S.3
  • 6
    • 80053178930 scopus 로고    scopus 로고
    • Variable noise and dimensionality reduction for sparse gaussian processes
    • Edward Snelson and Zoubin Ghahramani. Variable noise and dimensionality reduction for sparse gaussian processes. Procedings of UAI-06, 2006.
    • (2006) Procedings of UAI-06
    • Snelson, E.1    Ghahramani, Z.2
  • 7
    • 85162018719 scopus 로고    scopus 로고
    • Copula processes
    • J. Lafferty, C. K. I.Williams, J. Shawe-Taylor, R.S. Zemel, and A. Culotta, editors
    • A.G.Wilson and Z. Ghahramani. Copula processes. In J. Lafferty, C. K. I.Williams, J. Shawe-Taylor, R.S. Zemel, and A. Culotta, editors, Advances in Neural Information Processing Systems 23, pages 2460-2468. 2010.
    • (2010) Advances in Neural Information Processing Systems , vol.23 , pp. 2460-2468
    • Wilson, A.G.1    Ghahramani, Z.2
  • 10


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.