Warped Gaussian processes

Warped Gaussian processes (2004)

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by Edward Snelson , Carl Edward Rasmussen

Venue:	In Advances in Neural Information Processing Systems (NIPS
Citations:	8 - 2 self

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@INPROCEEDINGS{Snelson04warpedgaussian,
    author = {Edward Snelson and Carl Edward Rasmussen},
    title = {Warped Gaussian processes},
    booktitle = {In Advances in Neural Information Processing Systems (NIPS},
    year = {2004},
    pages = {2003},
    publisher = {MIT Press}
}

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Abstract

Citations

2528	UCI Repository of Machine Learning Databases - Blake, Keogh, et al. - 1998
181	Gaussian processes for regression - Williams, Rasmussen - 1996
119	Evaluation of Gaussian Processes and other Methods for Non-Linear Regression - Rasmussen - 1996
106	Monte Carlo Implementation of Gaussian Process Models for Bayesian Regression and Classification - Neal - 1997
84	Introduction to gaussian processes - MacKay - 1998
79	Bayesian Gaussian Process for Regression and Classification - Gibbs - 1997
33	Bayesian inference for non-stationary spatial covariance structure via spatial deformations - Schmidt, O’Hagan - 2003
26	Regression with input-dependent noise: A Gaussian process treatment - Goldberg, Williams, et al. - 1998
11	Inducing Models of Human Control Skills - Camacho - 1998
4	Model-based geostatistics. Applied Statistics - Diggle, Tawn, et al. - 1998
3	Modelling the creep rupture strength of ferritic steel welds. Science and Technology of Welding and - Cole, Martin-Moran, et al.