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Learning Representations of Missing Data for Predicting Patient Outcomes

Nov 12, 2018
Brandon Malone, Alberto Garcia-Duran, Mathias Niepert


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Knowledge Graph Completion to Predict Polypharmacy Side Effects

Oct 22, 2018
Brandon Malone, Alberto García-Durán, Mathias Niepert

* 13th International Conference on Data Integration in the Life Sciences (DILS2018) 

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Evaluating Anytime Algorithms for Learning Optimal Bayesian Networks

Sep 26, 2013
Brandon Malone, Changhe Yuan

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

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An Improved Admissible Heuristic for Learning Optimal Bayesian Networks

Oct 16, 2012
Changhe Yuan, Brandon Malone

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

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Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search

Feb 14, 2012
Brandon Malone, Changhe Yuan, Eric A. Hansen, Susan Bridges


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