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All publications by Michael Osborne
authors venues years



Variational Inference for Gaussian Process Modulated Poisson Processes
Chris Lloyd, Tom Gunter, Michael Osborne and Stephen Roberts
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Active Learning of Model Evidence Using Bayesian Quadrature
Michael Osborne, Roman Garnett, Zoubin Ghahramani, David K. Duvenaud, Stephen J. Roberts and Carl E. Rasmussen
Advances in Neural Information Processing Systems 25, 2012


Sequential Bayesian prediction in the presence of changepoints
Roman Garnett, Stephen J. Roberts and Michael Osborne
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009