CIIR publications authored by Hanna Wallach

IR-936: (2013) Krstovski, K.,  Smith, D.,  Wallach, H. and McGregor, A., "Efficient Nearest-Neighbor Search in the Probability Simplex," Proceedings of the 4th International Conference on the Theory of Information Retrieval 29 September - 2 October 2013, Copenhagen, Denmark, pp. 101-108. [View Abstract] [View bibtex]

IR-893: (2012) Bakalov, A.,  McCallum, A.,  Wallach, H. and Mimno, D., "Topic Models for Taxonomies," Proceedings of the Joint Conference on Digital Libraries (JCDL 2012), pp. 237-240. [View Abstract] [View bibtex]

IR-891: (2012) Krafft, P.,  Moore, J.,  Wallach, H.,  Desmarais, B. and ben-Aaron, J., "Topic-Partitioned Multinetwork Embeddings," Proceedings of NIPS 2012, pp. 2816-2824. [View Abstract] [View bibtex]

IR-859: (2011) Passos, A.,  Wallach, H. and McCallum, A., "Correlations and Anticorrelations in LDA Inference," NIPS 2011 Workshop on NIPS Workshop on Learning Challenges in Hierarchical Model. Granada, Spain, December 10-17, 2011. [View Abstract] [View bibtex]

IR-856: (2011) Shorey, R.,  Wallach, H. and Desmarais, B., "Toward a Framework for the Large Scale Textual and Contextual Analysis of Government Information Declassification Patterns ," Text as Data Workshop, Northwestern University, March 10-11, 2011. [View Abstract] [View bibtex]

IR-852: (2010) Shorey, R.,  McCallum, A. and Wallach, H., "Discovering Issue-Based Voting Groups within the US Senate," Women in Machine Learning Workshop (WiML), Vancouver, Canada, December 6, 2010. [View Abstract] [View bibtex]

IR-850: (2011) Talley, E.,  Newman, D.,  Mimno, D.,  Herr, B.,  Wallach, H.,  Burns, G.,  Leenders, M. and McCallum, A., "Database of NIH grants using machine-learned categories and graphical clustering," Nature Methods 8, 443–444 (2011). [View Abstract] [View bibtex]

IR-794: (2010) Mimno, D.,  Wallach, H.,  Talley, E.,  Leenders, M. and McCallum, A., "Optimizing Semantic Coherence in Topic Models," Proceedings of the Conference on Empirical Methods in Natural Language Processing, July 27–31, 2011, Edinburgh, Scotland, UK. [View Abstract] [View bibtex]

IR-768: (2010) Adams, R.,  Wallach, H. and Ghahramani, Z., "Learning the Structure of Deep Sparse Graphical Models," Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2010), pp. 1-8. [View Abstract] [View bibtex]

IR-767: (2010) Wallach, H.,  Jensen, S.,  Dicker, L. and Heller, K., "An Alternative Prior Process for Nonparametric Bayesian Clustering," Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2010), pp. 892-899. [View Abstract] [View bibtex]

IR-741: (2009) Wallach, H.,  Mimno, D. and McCallum, A., "Rethinking LDA: Why Priors Matter," Proceedings of the 23rd Annual Conference on Neural Information Processing Systems, pp. 1973-1981. [View Abstract] [View bibtex]

IR-740: (2009) Mimno, D.,  Wallach, H.,  Naradowsky, J.,  Smith, D. and McCallum, A., "Polylingual Topic Models," Proceedings of EMNLP 2009, pp. 880-889. [View Abstract] [View bibtex]

IR-713: (2009) Wallach, H.,  Murray, I.,  Salakhutdinov, R. and Mimno, D., "Evaluation Methods for Topic Models," Proceedings of the 26rd International Conference on Machine Learning, pp.1105-1112. [View Abstract] [View bibtex]

IR-696: (2008) Mimno, D.,  Wallach, H. and McCallum, A., "Gibbs Sampling for Logistic Normal Topic Models with Graph-Based Priors," NIPS workshop on graph mining, Whistler, BC, December 12, 2008. [View Abstract] [View bibtex]

IR-685: (2008) Wallach, H.,  Sutton, C. and McCallum, A., "Bayesian Modeling of Dependency Trees Using Hierarchical Pitman-Yor Priors," Proceedings of the Workshop on Prior Knowledge for Text and language (in conjunction with ICML/UAI/COLT), pp. 15-20. [View Abstract] [View bibtex]

IR-668: (2008) Dredze, M.,  Wallach, H.,  Puller, D.,  Brooks, T.,  Carroll, J.,  Magarick, J.,  Blitzer, J. and Pereira, F., "Intelligent Email: Aiding Users with AI," Proceedings of the Twenty-Third Conference on Artificial Intelligence (AAAI-08), pp. 1524-1527. [View Abstract] [View bibtex]

IR-639: (2008) Dredze, M. and Wallach, H., "User Models for Email Activity Management," Proceedings of the 5th International Workshop on Ubiquitous User Modeling (UbiqUM'08), Gran Canaria, Spain, January 13, 2008. [View Abstract] [View bibtex]

IR-633: (2007) Mimno, D.,  Wallach, H. and McCallum, A., "Community-based Link Prediction," a workshop at NIPS 2007, Vancouver CA, December, 2007. [View Abstract] [View bibtex]