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    Author information
    First name: Katherine A.
    Last name: Heller
    DBLP: 32/4403
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    Below you find the publications which have been written by this author.

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    Conference paper
    Benjamin Letham, Cynthia Rudin, Katherine A. Heller.
    Growing a list.
    Data Min. Knowl. Discov. 2013, Volume 27 (0) 2013
    Conference paper
    Wen Dong, Katherine A. Heller, Alex Pentland.
    Modeling Infection with Multi-agent Dynamics.
    Social Computing, Behavioral - Cultural Modeling and Prediction - 5th International Conference, SBP 2012, College Park, MD, USA, April 3-5, 2012. Proceedings 2012 (0) 2012
    Conference paper
    Wen Dong, Katherine A. Heller, Alex Pentland.
    Modeling Infection with Multi-agent Dynamics
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Charles Blundell, Yee Whye Teh, Katherine A. Heller.
    Bayesian Rose Trees
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Wen Dong, Alex Pentland, Katherine A. Heller.
    Graph-Coupled HMMs for Modeling the Spread of Infection.
    Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, August 14-18, 2012 2012 (0) 2012
    Journal article
    Wen Dong, Alex Pentland, Katherine A. Heller.
    Graph-Coupled HMMs for Modeling the Spread of Infection
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Shakir Mohamed, Katherine A. Heller, Zoubin Ghahramani.
    Evaluating Bayesian and L1 Approaches for Sparse Unsupervised Learning .
    Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012 2012 (0) 2012
    Conference paper
    Charles Blundell, Katherine A. Heller, Jeffrey M. Beck.
    Modelling Reciprocating Relationships with Hawkes Processes.
    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
    Jeffrey M. Beck, Katherine A. Heller, Alexandre Pouget.
    Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models.
    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
    Edoardo Airoldi, Katherine A. Heller, Ricardo Silva.
    Small sets of interacting proteins suggest functional linkage mechanisms via Bayesian analogical reasoning.
    Bioinformatics 2011, Volume 27 (0) 2011
    Journal article
    Shakir Mohamed, Katherine A. Heller, Zoubin Ghahramani.
    Bayesian and L1 Approaches to Sparse Unsupervised Learning
    CoRR 2011, Volume 0 (0) 2011
    Conference paper
    Joshua T. Abbott, Katherine A. Heller, Zoubin Ghahramani, Thomas L. Griffiths.
    Testing a Bayesian Measure of Representativeness Using a Large Image Database.
    Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain. 2011 (0) 2011
    Conference paper
    Sinead Williamson, Chong Wang, Katherine A. Heller, David M. Blei.
    The IBP Compound Dirichlet Process and its Application to Focused Topic Modeling.
    Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel 2010 (0) 2010
    Conference paper
    Charles Blundell, Yee Whye Teh, Katherine A. Heller.
    Bayesian Rose Trees.
    UAI 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010 2010 (0) 2010
    Journal article
    Yang Xu, Katherine A. Heller, Zoubin Ghahramani.
    Tree-Based Inference for Dirichlet Process Mixtures.
    Journal of Machine Learning Research - Proceedings Track 2009, Volume 5 (0) 2009
    Conference paper
    Katherine A. Heller, Adam Sanborn, Nick Chater.
    Hierarchical Learning of Dimensional Biases in Human Categorization.
    Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada. 2009 (0) 2009
    Conference paper
    Richard S. Savage, Katherine A. Heller, Yang Xu, Zoubin Ghahramani, William M. Truman, Murray Grant, Katherine J. Denby, David L. Wild.
    R/BHC: fast Bayesian hierarchical clustering for microarray data.
    BMC Bioinformatics 2009, Volume 10 (0) 2009
    Conference paper
    Ricardo Silva, Katherine A. Heller, Zoubin Ghahramani, Edoardo M. Airoldi.
    Ranking Relations using Analogies in Biological and Information Networks
    CoRR 2009, Volume 0 (0) 2009
    Conference paper
    Katherine A. Heller, Sinead Williamson, Zoubin Ghahramani.
    Statistical models for partial membership.
    Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008 2008 (0) 2008
    Conference paper
    Shakir Mohamed, Katherine A. Heller, Zoubin Ghahramani.
    Bayesian Exponential Family PCA.
    Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008 2009 (0) 2008
    Journal article
    Katherine A. Heller, Zoubin Ghahramani.
    A Nonparametric Bayesian Approach to Modeling Overlapping Clusters.
    Journal of Machine Learning Research - Proceedings Track 2007, Volume 2 (0) 2007
    Journal article
    Ricardo Silva, Katherine A. Heller, Zoubin Ghahramani.
    Analogical Reasoning with Relational Bayesian Sets.
    Journal of Machine Learning Research - Proceedings Track 2007, Volume 2 (0) 2007
    Conference paper
    Katherine A. Heller, Zoubin Ghahramani.
    A Simple Bayesian Framework for Content-Based Image Retrieval.
    2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 17-22 June 2006, New York, NY, USA 2006 (0) 2006
    Conference paper
    Katherine A. Heller, Zoubin Ghahramani.
    Bayesian hierarchical clustering.
    Machine Learning, Proceedings of the Twenty-Second International Conference (ICML 2005), Bonn, Germany, August 7-11, 2005 2005 (0) 2005
    Conference paper
    Zoubin Ghahramani, Katherine A. Heller.
    Bayesian Sets.
    Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, NIPS 2005, December 5-8, 2005, Vancouver, British Columbia, Canada] 2005 (0) 2005
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