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 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]