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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.

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    Conference paper
    Marion Neumann, Roman Garnett, Christian Bauckhage, Kristian Kersting.
    Propagation kernels: efficient graph kernels from propagated information.
    Machine Learning 2016, Volume 102 (0) 2016
    Conference paper
    Shane Carr, Roman Garnett, Cynthia Lo.
    BASC: Applying Bayesian Optimization to the Search for Global Minima on Potential Energy Surfaces.
    Proceedings of the 33nd International Conference on Machine Learning, ICML 2016, New York City, NY, USA, June 19-24, 2016 2016 (0) 2016
    Conference paper
    Roman Garnett, Thomas Gärtner, Martin Vogt, Jürgen Bajorath.
    Introducing the 'active search' method for iterative virtual screening.
    Journal of Computer-Aided Molecular Design 2015, Volume 29 (0) 2015
    Conference paper
    Yifei Ma, Dougal J. Sutherland, Roman Garnett, Jeff G. Schneider.
    Active Pointillistic Pattern Search.
    Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2015, San Diego, California, USA, May 9-12, 2015 2015 (0) 2015
    Conference paper
    Matt J. Kusner, Jacob R. Gardner, Roman Garnett, Kilian Q. Weinberger.
    Differentially Private Bayesian Optimization.
    Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015 2015 (0) 2015
    Conference paper
    Roman Garnett, Shirley Ho, Jeff G. Schneider.
    Finding Galaxies in the Shadows of Quasars with Gaussian Processes.
    Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015 2015 (0) 2015
    Conference paper
    Jacob R. Gardner, Gustavo Malkomes, Roman Garnett, Kilian Q. Weinberger, Dennis L. Barbour, John P. Cunningham.
    Bayesian Active Model Selection with an Application to Automated Audiometry.
    Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada 2015 (0) 2015
    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
    Roman Garnett, Thomas Gartner, Timothy Ellersiek, Eyjolfur Gudmondsson, Petur Oskarsson.
    Predicting unexpected influxes of players in EVE online.
    2014 IEEE Conference on Computational Intelligence and Games, CIG 2014, Dortmund, Germany, August 26-29, 2014 2014 (0) 2014
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