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Compact approximations to Bayesian predictive distributions.

, and . ICML, volume 119 of ACM International Conference Proceeding Series, page 840-847. ACM, (2005)

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Flexible and efficient Gaussian process models for machine learning.. University College London, UK, (2007)British Library, EThOS.Local and global sparse Gaussian process approximations., and . AISTATS, volume 2 of JMLR Proceedings, page 524-531. JMLR.org, (2007)Compact approximations to Bayesian predictive distributions., and . ICML, volume 119 of ACM International Conference Proceeding Series, page 840-847. ACM, (2005)Bayesian inference for Plackett-Luce ranking models., and . ICML, volume 382 of ACM International Conference Proceeding Series, page 377-384. ACM, (2009)Variable Noise and Dimensionality Reduction for Sparse Gaussian processes., and . UAI, AUAI Press, (2006)Variable noise and dimensionality reduction for sparse Gaussian processes., and . CoRR, (2012)Sparse Gaussian Processes using Pseudo-inputs., and . NIPS, page 1257-1264. (2005)Warped Gaussian Processes., , and . NIPS, page 337-344. MIT Press, (2003)A Pragmatic Bayesian Approach to Predictive Uncertainty., and . MLCW, volume 3944 of Lecture Notes in Computer Science, page 33-40. Springer, (2005)Learning to rank with SoftRank and Gaussian processes., and . SIGIR, page 259-266. ACM, (2008)