暂无分享,去创建一个
[1] Kamalika Das,et al. Block-GP: Scalable Gaussian Process Regression for Multimodal Data , 2010, 2010 IEEE International Conference on Data Mining.
[2] H. Rue,et al. An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach , 2011 .
[3] Gert R. G. Lanckriet,et al. Large-scale music similarity search with spatial trees , 2011, ISMIR.
[4] Chiwoo Park,et al. Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes , 2016, J. Mach. Learn. Res..
[5] Tao Chen,et al. Bagging for Gaussian process regression , 2009, Neurocomputing.
[6] D. Nychka,et al. Covariance Tapering for Interpolation of Large Spatial Datasets , 2006 .
[7] T. Gneiting. Compactly Supported Correlation Functions , 2002 .
[8] Michalis K. Titsias,et al. Variational Learning of Inducing Variables in Sparse Gaussian Processes , 2009, AISTATS.
[9] Carl E. Rasmussen,et al. Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.
[10] Alan George,et al. A linear time implementation of the reverse Cuthill-McKee algorithm , 1980, BIT.
[11] Douglas W. Nychka,et al. Covariance Tapering for Likelihood-Based Estimation in Large Spatial Data Sets , 2008 .
[12] Neil D. Lawrence,et al. Gaussian Processes for Big Data , 2013, UAI.
[13] Zoubin Ghahramani,et al. Local and global sparse Gaussian process approximations , 2007, AISTATS.
[14] Marc Peter Deisenroth,et al. Distributed Gaussian Processes , 2015, ICML.
[15] Volker Tresp,et al. A Bayesian Committee Machine , 2000, Neural Computation.
[16] Duy Nguyen-Tuong,et al. Local Gaussian Process Regression for Real Time Online Model Learning , 2008, NIPS.
[17] Kian Hsiang Low,et al. Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations , 2013, UAI.
[18] Andrew Y. Ng,et al. Fast Gaussian Process Regression using KD-Trees , 2005, NIPS.
[19] Yu Ding,et al. Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets , 2011, J. Mach. Learn. Res..
[20] Leslie Greengard,et al. Fast Direct Methods for Gaussian Processes , 2014, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[21] Aki Vehtari,et al. Modelling local and global phenomena with sparse Gaussian processes , 2008, UAI.
[22] Carl E. Rasmussen,et al. Infinite Mixtures of Gaussian Process Experts , 2001, NIPS.
[23] Neil D. Lawrence,et al. Fast Forward Selection to Speed Up Sparse Gaussian Process Regression , 2003, AISTATS.
[24] Robert B. Gramacy,et al. Ja n 20 08 Bayesian Treed Gaussian Process Models with an Application to Computer Modeling , 2009 .
[25] Daniel W. Apley,et al. Local Gaussian Process Approximation for Large Computer Experiments , 2013, 1303.0383.
[26] Zoubin Ghahramani,et al. Sparse Gaussian Processes using Pseudo-inputs , 2005, NIPS.