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タグ: gaussian_process [11 articles]

Recent papers classified by the tag gaussian_process.
  • Spatial Nonparametric Bayesian Models
    (2001)
    by S Maceachern, A Kottas, A Gelfand
    posted to bayesian dirichlet_process gaussian_process nonparametric statistics by jsr on 2008-03-11 13:06:36 as ****
  • Exploiting generative models in discriminative classifiers
    by T. Jaakkola, D. Haussler
    posted to gaussian_process generative_models kernel_methods manifolds metric_learning svm by jsr on 2008-04-06 09:08:15 as read along with 5 people dkulp viditjain sugarexpletive amirsaffari schulz
  • Covariance kernels from Bayesian generative models
    (2000)
    by M Seeger
    posted to bayesian gaussian_process generative_models semi_supervised by jsr on 2008-04-07 06:11:12 as read
  • Warped Gaussian Processes
    (2004)
    by E Snelson, C Rasmussen, Z Ghahramani
    posted to bayesian gaussian_process learning nonlinear nonparametric by jsr on 2008-03-12 08:42:42 as read
  • Gaussian processes for ordinal regression
    (2004)
    by W Chu, Z Ghahramani
    posted to gaussian_process ordinal_regression by ecome on 2008-04-02 09:30:50 as read along with 1 person edwardmorrissey
  • Adaptive design of supercomputer experiments
    (28 May 2008)
    by Robert B Gramacy, Herbert KH Lee
    posted to gaussian_process experimental_design computer_models arxiv by dah on 2008-05-29 10:17:45 as ****
  • Bayesian treed Gaussian process models with an application to computer modeling
    (24 Oct 2007)
    by Robert B Gramacy, Herbert KH Lee
    posted to tree regression gaussian_process computer_models bayes arxiv by dah on 2008-07-11 15:32:53 as *** along with 1 person rpadams
  • Bayesian calibration of computer models
    Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 63, No. 3. (2001), pp. 425-464.
    by Marc C Kennedy, Anthony O'Hagan
    posted to prediction jrssb gaussian_process experimental_design emulation computer_models calibration bayes by dah on 2008-05-12 13:07:59 as read
  • Gaussian Processes and Limiting Linear Models
    (29 Apr 2008)
    by Robert B Gramacy, Herbert KH Lee
    posted to mcmc gaussian_process computer_models bayes arxiv by dah on 2008-04-30 10:13:36 as ****
  • Analyzing Nonstationary Spatial Data Using Piecewise Gaussian Processes
    Journal of the American Statistical Association, Vol. 100, No. 470. (June 2005), pp. 653-668.
    by Hyoung-Moon Kim, Bani K Mallick, C Holmes
    posted to voronoi mcmc jasa gaussian_process by dah on 2008-07-14 12:03:47 as ***
  • Biomarker discovery in microarray gene expression data with Gaussian processes
    Bioinformatics, Vol. 21, No. 16. (15 August 2005), pp. 3385-3393.
    by Wei Chu, Zoubin Ghahramani, Francesco Falciani, David L Wild
    posted to gaussian_process microarray by Borelli on 2008-02-14 11:32:49 as ** along with 2 people cswinburne edwardmorrissey
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