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All publications by Jeff Bilmes
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Submodularity in Data Subset Selection and Active Learning
Kai Wei, Rishabh Iyer and Jeff Bilmes
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


On Deep Multi-View Representation Learning
Weiran Wang, Raman Arora, Karen Livescu and Jeff Bilmes
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Entropic Graph-based Posterior Regularization
Maxwell Libbrecht, Michael Hoffman, Jeff Bilmes and William Noble
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Fast Multi-stage Submodular Maximization
Kai Wei, Rishabh Iyer and Jeff Bilmes
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Fast Semidifferential-based Submodular Function Optimization
Rishabh Iyer, Stefanie Jegelka and Jeff Bilmes
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Deep Canonical Correlation Analysis
Galen Andrew, Raman Arora, Jeff Bilmes and Karen Livescu
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


On Bisubmodular Maximization
Ajit P. Singh, Andrew Guillory and Jeff Bilmes
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Memory-efficient inference in dynamic graphical models using multiple cores
Galen Andrew and Jeff Bilmes
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Active Learning as Non-Convex Optimization
Andrew Guillory, Erick Chastain and Jeff Bilmes
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


A Bayesian Divergence Prior for Classiffier Adaptation
Xiao Li and Jeff Bilmes
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Intransitive Likelihood-Ratio Classifiers
Jeff Bilmes, Gang Ji and Marina Meila
Advances in Neural Information Processing Systems 14, 2001