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Value of Information Lattice: Exploiting Probabilistic Independence for Effective Feature Subset Acquisition


Jan 16, 2014
Mustafa Bilgic, Lise Getoor

* Journal Of Artificial Intelligence Research, Volume 41, pages 69-95, 2011 

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Hinge-loss Markov Random Fields: Convex Inference for Structured Prediction


Sep 26, 2013
Stephen Bach, Bert Huang, Ben London, Lise Getoor

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

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A Hypergraph-Partitioned Vertex Programming Approach for Large-scale Consensus Optimization


Aug 30, 2013
Hui Miao, Xiangyang Liu, Bert Huang, Lise Getoor


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Graph-based Generalization Bounds for Learning Binary Relations


May 31, 2013
Ben London, Bert Huang, Lise Getoor


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Multi-relational Learning Using Weighted Tensor Decomposition with Modular Loss


May 31, 2013
Ben London, Theodoros Rekatsinas, Bert Huang, Lise Getoor


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Scalable Text and Link Analysis with Mixed-Topic Link Models


Mar 28, 2013
Yaojia Zhu, Xiaoran Yan, Lise Getoor, Cristopher Moore

* Proc. 19th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2013, 473-481 
* 11 pages, 4 figures 

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Utility Elicitation as a Classification Problem


Jan 30, 2013
Urszula Chajewska, Lise Getoor, Joseph Norman, Yuval Shahar

* Appears in Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI1998) 

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LA-LDA: A Limited Attention Topic Model for Social Recommendation


Jan 26, 2013
Jeon-Hyung Kang, Kristina Lerman, Lise Getoor

* The 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP 2013) 

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Bisimulation-based Approximate Lifted Inference


May 09, 2012
Prithviraj Sen, Amol Deshpande, Lise Getoor

* Appears in Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence (UAI2009) 

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Probabilistic Similarity Logic


Mar 15, 2012
Matthias Brocheler, Lilyana Mihalkova, Lise Getoor

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

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