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Faster graphical model identification of tandem mass spectra using peptide word lattices


Oct 29, 2014
Shengjie Wang , John T. Halloran , Jeff A. Bilmes , William S. Noble


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The Lovasz-Bregman Divergence and connections to rank aggregation, clustering, and web ranking


Aug 09, 2014
Rishabh Iyer , Jeff A. Bilmes

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

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Algorithms for Approximate Minimization of the Difference Between Submodular Functions, with Applications


Aug 09, 2014
Rishabh Iyer , Jeff A. Bilmes

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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Dynamic Bayesian Multinets


Jan 16, 2013
Jeff A. Bilmes

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

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On Triangulating Dynamic Graphical Models


Oct 19, 2012
Jeff A. Bilmes , Chris Bartels

* Appears in Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI2003) 

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Learning Mixtures of Submodular Shells with Application to Document Summarization


Oct 16, 2012
Hui Lin , Jeff A. Bilmes

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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PAC-learning bounded tree-width Graphical Models


Jul 11, 2012
Mukund Narasimhan , Jeff A. Bilmes

* Appears in Proceedings of the Twentieth Conference on Uncertainty in Artificial Intelligence (UAI2004) 

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A submodular-supermodular procedure with applications to discriminative structure learning


Jul 04, 2012
Mukund Narasimhan , Jeff A. Bilmes

* Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005) 

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Recognizing Activities and Spatial Context Using Wearable Sensors


Jun 27, 2012
Amarnag Subramanya , Alvin Raj , Jeff A. Bilmes , Dieter Fox

* Appears in Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence (UAI2006) 

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Non-Minimal Triangulations for Mixed Stochastic/Deterministic Graphical Models


Jun 27, 2012
Chris Bartels , Jeff A. Bilmes

* Appears in Proceedings of the Twenty-Second Conference on Uncertainty in Artificial Intelligence (UAI2006) 

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