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    Author information
    First name: Roman
    Last name: Garnett
    DBLP: 29/7058
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    Below you find the publications which have been written by this author.

    Show item 1 to 18 of 18  
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    Conference paper
    Yifei Ma, Roman Garnett, Jeff G. Schneider.
    Active Area Search via Bayesian Quadrature.
    Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, AISTATS 2014, Reykjavik, Iceland, April 22-25, 2014 2014 (0) 2014
    Conference paper
    Kristian Kersting, Martin Mladenov, Roman Garnett, Martin Grohe.
    Power Iterated Color Refinement.
    Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada. 2014 (0) 2014
    Conference paper
    Xuezhi Wang, Roman Garnett, Jeff G. Schneider.
    Active search on graphs.
    The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013 2013 (0) 2013
    Journal article
    Roman Garnett, Michael A. Osborne, Philipp Hennig.
    Active Learning of Linear Embeddings for Gaussian Processes.
    CoRR 2013, Volume 0 (0) 2013
    Conference paper
    Marion Neumann, Roman Garnett, Kristian Kersting.
    Coinciding Walk Kernels: Parallel Absorbing Random Walks for Learning with Graphs and Few Labels.
    Asian Conference on Machine Learning, ACML 2013, Canberra, ACT, Australia, November 13-15, 2013 2013 (0) 2013
    Conference paper
    Yifei Ma, Roman Garnett, Jeff G. Schneider.
    Σ-Optimality for Active Learning on Gaussian Random Fields.
    Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States. 2013 (0) 2013
    Conference paper
    Michael A. Osborne, Roman Garnett, Stephen J. Roberts, Christopher Hart, Suzanne Aigrain, Neale Gibson.
    Bayesian Quadrature for Ratios.
    Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2012, La Palma, Canary Islands, April 21-23, 2012 2012 (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
    Conference paper
    Yifei Ma, Roman Garnett, Jeff G. 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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