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First name:	Roman
Last name:	Garnett
DBLP:	29/7058
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	Journal article Michael A. Osborne, Roman Garnett, Stephen J. Roberts, Christopher Hart, Suzanne Aigrain, Neale Gibson. Bayesian Quadrature for Ratios.	Journal of Machine Learning Research - Proceedings Track 2012, Volume 22	(0)	2012
	Conference paper Michael A. Osborne, Roman Garnett, Kevin Swersky, Nando de Freitas. Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults.	Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada. 2012	(0)	2012
	Conference paper Marion Neumann, Novi Patricia, Roman Garnett, Kristian Kersting. Efficient Graph Kernels by Randomization.	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I 2012	(0)	2012
	Journal article Yifei Ma, Roman Garnett, Jeff Schneider. Submodularity in Batch Active Learning and Survey Problems on Gaussian Random Fields	CoRR 2012, Volume 0	(0)	2012
	Conference paper Roman Garnett, Yamuna Krishnamurthy, Xuehan Xiong, Jeff Schneider, Richard Mann. Bayesian Optimal Active Search and Surveying.	Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012 2012	(0)	2012
	Conference paper Richard Mann, Andrea Perna, Daniel Strömbom, Roman Garnett, James E. Herbert-Read, David J. T. Sumpter, Ashley J. W. Ward. Multi-scale Inference of Interaction Rules in Animal Groups Using Bayesian Model Selection.	PLoS Computational Biology 2012, Volume 8	(0)	2012
	Conference paper Michael A. Osborne, David K. Duvenaud, Roman Garnett, Carl E. Rasmussen, Stephen J. Roberts, Zoubin Ghahramani. Active Learning of Model Evidence Using Bayesian Quadrature.	Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States. 2012	(0)	2012
	Conference paper Michael A. Osborne, Roman Garnett, Stephen J. Roberts. Active Data Selection for Sensor Networks with Faults and Changepoints.	24th IEEE International Conference on Advanced Information Networking and Applications, AINA 2010, Perth, Australia, 20-13 April 2010 2010	(0)	2010
	Conference paper Roman Garnett, Michael A. Osborne, Steven Reece, Alex Rogers, Stephen J. Roberts. Sequential Bayesian Prediction in the Presence of Changepoints and Faults.	Comput. J. 2010, Volume 53	(0)	2010
	Conference paper D. R. Lowne, Stephen J. Roberts, Roman Garnett. Sequential non-stationary dynamic classification with sparse feedback.	Pattern Recognition 2010, Volume 43	(0)	2010
	Conference paper Roman Garnett, Michael A. Osborne, Stephen J. Roberts. Bayesian optimization for sensor set selection.	Proceedings of the 9th International Conference on Information Processing in Sensor Networks, IPSN 2010, April 12-16, 2010, Stockholm, Sweden 2010	(0)	2010
	Conference paper Roman Garnett, Michael A. Osborne, Stephen J. Roberts. Sequential Bayesian prediction in the presence of changepoints.	Proceedings of the 26th Annual International Conference on Machine Learning, ICML 2009, Montreal, Quebec, Canada, June 14-18, 2009 2009	(0)	2009

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