Publications
Search

Publications :: Search

Show author

On this page you see the details of the selected author.

    Author information
    First name: Roman
    Last name: Garnett
    DBLP: 29/7058
    Rating: (not rated yet)
    Bookmark:

    Below you find the publications which have been written by this author.

    Show item 1 to 25 of 37  
    Select a publication
    Show Title Venue Rating Date
    Conference paper
    Yifei Ma, Roman Garnett, Jeff G. Schneider.
    Active Search for Sparse Signals with Region Sensing.
    Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. 2017 (0) 2017
    Conference paper
    Dino Oglic, Roman Garnett, Thomas Gärtner.
    Active Search in Intensionally Specified Structured Spaces.
    Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. 2017 (0) 2017
    Conference paper
    Gustavo Malkomes, Kefu Lu, Blakeley Hoffman, Roman Garnett, Benjamin Moseley, Richard P. Mann.
    Cooperative Set Function Optimization Without Communication or Coordination.
    Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, AAMAS 2017, São Paulo, Brazil, May 8-12, 2017 2017 (0) 2017
    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
    Journal article
    Philipp Hennig, Roman Garnett.
    Exact Sampling from Determinantal Point Processes.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Gustavo Malkomes, Chip Schaff, Roman Garnett.
    Bayesian optimization for automated model selection.
    Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain 2016 (0) 2016
    Journal article
    Yifei Ma, Roman Garnett, Jeff G. Schneider.
    Active Search for Sparse Signals with Region Sensing.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Gustavo Malkomes, Chip Schaff, Roman Garnett.
    Bayesian optimization for automated model selection.
    Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML 2016, co-located with 33rd International Conference on Machine Learning (ICML 2016), New York City, NY, USA, June 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
    Journal article
    Marion Neumann, Roman Garnett, Christian Bauckhage, Kristian Kersting.
    Propagation Kernels.
    CoRR 2014, Volume 0 (0) 2014
    Conference paper
    Tom Gunter, Michael A. Osborne, Roman Garnett, Philipp Hennig, Stephen J. Roberts.
    Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature.
    Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada 2014 (0) 2014
    Conference paper
    Roman Garnett, Michael A. Osborne, Philipp Hennig.
    Active Learning of Linear Embeddings for Gaussian Processes.
    Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, UAI 2014, Quebec City, Quebec, Canada, July 23-27, 2014 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
    Journal article
    Richard P. 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 2013, Volume 9 (0) 2013
    Show item 1 to 25 of 37  

    Your query returned 37 matches in the database.