Brandon M. Malone
13 publications
7 venues
H Index 11
Affiliation
NEC Laboratories Europe, Heidelberg, GermanyHelsinki 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 |
| MaxSAT-Based Cutting Planes for Learning Graphical Models.
|
CPAIOR | 2015 | 11 |
| Impact of Learning Strategies on the Quality of Bayesian Networks: An Empirical Evaluation.
|
UAI | 2015 | 23 |
| Tightening Bounds for Bayesian Network Structure Learning.
|
AAAI | 2014 | 45 |
| Finding Optimal Bayesian Network Structures with Constraints Learned from Data.
|
UAI | 2014 | 40 |
| Predicting the Hardness of Learning Bayesian Networks.
|
AAAI | 2014 | 28 |
| Learning Optimal Bounded Treewidth Bayesian Networks via Maximum Satisfiability.
|
AISTATS | 2014 | 65 |
| Learning Optimal Bayesian Networks: A Shortest Path Perspective.
|
JAIR | 2013 | 164 |
| Evaluating Anytime Algorithms for Learning Optimal Bayesian Networks.
|
UAI | 2013 | 25 |
| An Improved Admissible Heuristic for Learning Optimal Bayesian Networks.
|
UAI | 2012 | 46 |
| Learning Optimal Bayesian Networks Using A* Search.
|
IJCAI | 2011 | 116 |
| Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search.
|
UAI | 2011 | 39 |
| Memory-Efficient Dynamic Programming for Learning Optimal Bayesian Networks.
|
AAAI | 2011 | 43 |