| Decision diagrams for optimization D Bergman, AA Cire, WJ Van Hoeve, J Hooker Springer International Publishing, 2016 | 224 | 2016 |
| Discrete optimization with decision diagrams D Bergman, AA Cire, WJ Van Hoeve, JN Hooker INFORMS Journal on Computing 28 (1), 47-66, 2016 | 140 | 2016 |
| Manipulating MDD relaxations for combinatorial optimization D Bergman, WJ Van Hoeve, JN Hooker Integration of AI and OR Techniques in Constraint Programming for …, 2011 | 94 | 2011 |
| Optimization bounds from binary decision diagrams D Bergman, AA Cire, WJ Hoeve, JN Hooker INFORMS Journal on Computing 26 (2), 253-268, 2014 | 83 | 2014 |
| Improving optimization bounds using machine learning: Decision diagrams meet deep reinforcement learning Q Cappart, E Goutierre, D Bergman, LM Rousseau Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1443-1451, 2019 | 70 | 2019 |
| Variable ordering for the application of BDDs to the maximum independent set problem D Bergman, AA Cire, WJ Van Hoeve, JN Hooker Integration of AI and OR Techniques in Contraint Programming for …, 2012 | 63 | 2012 |
| BDD-based heuristics for binary optimization D Bergman, AA Cire, WJ van Hoeve, T Yunes Journal of Heuristics 20, 211-234, 2014 | 53 | 2014 |
| Discrete nonlinear optimization by state-space decompositions D Bergman, AA Cire Management Science 64 (10), 4700-4720, 2018 | 52 | 2018 |
| Predictive and prescriptive analytics for location selection of add‐on retail products T Huang, D Bergman, R Gopal Production and Operations Management 28 (7), 1858-1877, 2019 | 43 | 2019 |
| JANOS: an integrated predictive and prescriptive modeling framework D Bergman, T Huang, P Brooks, A Lodi, AU Raghunathan INFORMS Journal on Computing 34 (2), 807-816, 2022 | 42 | 2022 |
| Parallel combinatorial optimization with decision diagrams D Bergman, AA Cire, A Sabharwal, H Samulowitz, V Saraswat, ... Integration of AI and OR Techniques in Constraint Programming: 11th …, 2014 | 42 | 2014 |
| MDD propagation for sequence constraints D Bergman, AA Cire, W van Hoeve Journal of Artificial Intelligence Research 50, 697-722, 2014 | 40 | 2014 |
| Multiobjective optimization by decision diagrams D Bergman, AA Cire Principles and Practice of Constraint Programming: 22nd International …, 2016 | 36 | 2016 |
| Lagrangian bounds from decision diagrams D Bergman, AA Cire, WJ van Hoeve Constraints 20, 346-361, 2015 | 35 | 2015 |
| Seamless multimodal transportation scheduling AU Raghunathan, D Bergman, J Hooker, T Serra, S Kobori arXiv preprint arXiv:1807.09676, 2018 | 28 | 2018 |
| The integrated last-mile transportation problem (ilmtp) A Raghunathan, D Bergman, J Hooker, T Serra, S Kobori Proceedings of the International Conference on Automated Planning and …, 2018 | 28 | 2018 |
| Decomposition based on decision diagrams D Bergman, AA Cire Integration of AI and OR Techniques in Constraint Programming: 13th …, 2016 | 27 | 2016 |
| An exact algorithm for the quadratic multiknapsack problem with an application to event seating D Bergman INFORMS Journal on Computing 31 (3), 477-492, 2019 | 21 | 2019 |
| Improved constraint propagation via lagrangian decomposition D Bergman, AA Cire, WJ van Hoeve International Conference on Principles and Practice of Constraint …, 2015 | 21 | 2015 |
| Improving variable orderings of approximate decision diagrams using reinforcement learning Q Cappart, D Bergman, LM Rousseau, I Prémont-Schwarz, A Parjadis INFORMS Journal on Computing 34 (5), 2552-2570, 2022 | 20 | 2022 |
