Brandon M. Malone

13 publications

7 venues

H Index 11

Affiliation

NEC Laboratories Europe, Heidelberg, Germany
Helsinki Institute for Information Technology, Department of Computer Science, Finland
Mississippi State University, Department of Computer Science and Engineering, MS, USA
Tennessee Technological University, Cookeville, TN, USA

Links

Name	Venue	Year	citations
Empirical hardness of finding optimal Bayesian network structures: algorithm selection and runtime prediction.	MLJ	2018	0
Impact of Learning Strategies on the Quality of Bayesian Networks: An Empirical Evaluation.	UAI	2015	27
MaxSAT-Based Cutting Planes for Learning Graphical Models.	CPAIOR	2015	11
Learning Optimal Bounded Treewidth Bayesian Networks via Maximum Satisfiability.	AISTATS	2014	62
Tightening Bounds for Bayesian Network Structure Learning.	AAAI	2014	45
Finding Optimal Bayesian Network Structures with Constraints Learned from Data.	UAI	2014	43
Predicting the Hardness of Learning Bayesian Networks.	AAAI	2014	26
Evaluating Anytime Algorithms for Learning Optimal Bayesian Networks.	UAI	2013	27
Learning Optimal Bayesian Networks: A Shortest Path Perspective.	JAIR	2013	209
An Improved Admissible Heuristic for Learning Optimal Bayesian Networks.	UAI	2012	48
Memory-Efficient Dynamic Programming for Learning Optimal Bayesian Networks.	AAAI	2011	48
Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search.	UAI	2011	44
Learning Optimal Bayesian Networks Using A* Search.	IJCAI	2011	141