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All publications by Andrew Wilson
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Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP)
Andrew Wilson and Hannes Nickisch
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods
Seth Flaxman, Andrew Wilson, Daniel Neill, Hannes Nickisch and Alex Smola
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Fast Kernel Learning for Multidimensional Pattern Extrapolation
Andrew Wilson, Elad Gilboa, John P. Cunningham and Arye Nehorai
Advances in Neural Information Processing Systems 27, 2014


Gaussian Process Kernels for Pattern Discovery and Extrapolation
Andrew Wilson and Ryan Adams
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Gaussian Process Regression Networks
Andrew Wilson, Zoubin Ghahramani and David A. Knowles
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Copula Processes
Andrew Wilson and Zoubin Ghahramani
Advances in Neural Information Processing Systems 23, 2010