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A Relational-learning Perspective to Multi-label Chest X-ray Classification



Anjany Sekuboyina , Daniel Oñoro-Rubio , Jens Kleesiek , Brandon Malone


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Learning Representations of Missing Data for Predicting Patient Outcomes



Brandon Malone , Alberto Garcia-Duran , Mathias Niepert


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Knowledge Graph Completion to Predict Polypharmacy Side Effects



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



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



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



Brandon Malone , Changhe Yuan , Eric A. Hansen , Susan Bridges


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