A Tutorial on Gaussian Processes (or why I don't use SVMs)
暂无分享,去创建一个
[1] Sean B. Holden,et al. The Generalized FITC Approximation , 2007, NIPS.
[2] Zoubin Ghahramani,et al. Variable Noise and Dimensionality Reduction for Sparse Gaussian processes , 2006, UAI.
[3] Zoubin Ghahramani,et al. Sparse Gaussian Processes using Pseudo-inputs , 2005, NIPS.
[4] Carl E. Rasmussen,et al. A Unifying View of Sparse Approximate Gaussian Process Regression , 2005, J. Mach. Learn. Res..
[5] Carl E. Rasmussen,et al. Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.
[6] Yuan Qi,et al. Predictive automatic relevance determination by expectation propagation , 2004, ICML.
[7] A. O'Hagan,et al. Curve Fitting and Optimal Design for Prediction , 1978 .
[8] A. P. Dawid,et al. Regression and Classification Using Gaussian Process Priors , 2009 .
[9] Radford M. Neal. Bayesian learning for neural networks , 1995 .