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All publications by Andrew Guillory
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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


Online Submodular Set Cover, Ranking, and Repeated Active Learning
Andrew Guillory and Jeff A. Bilmes
Advances in Neural Information Processing Systems 24, 2011


Simultaneous Learning and Covering with Adversarial Noise
Andrew Guillory and Jeff A. Bilmes
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Interactive Submodular Set Cover
Andrew Guillory and Jeff A. Bilmes
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Label Selection on Graphs
Andrew Guillory and Jeff A. Bilmes
Advances in Neural Information Processing Systems 22, 2009


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