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Items where Author is "Zarpellon, Giulia"

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Number of items: 7.

B

Bonami, P., Lodi, A., & Zarpellon, G. (2022). A classifier to decide on the linearization of mixed-integer quadratic problems in CPLEX. Operations Research, 70(6), 3303-3320. External link

Bonami, P., Lodi, A., & Zarpellon, G. (2018, June). Learning a classification of mixed-integer quadratic programming problems [Paper]. 15th International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2018), Delft, Netherlands. External link

F

Fischetti, M., Lodi, A., & Zarpellon, G. (2019, June). Learning MILP Resolution Outcomes Before Reaching Time-Limit [Paper]. 16th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2019), Thessaloniki, Greece. External link

Fischetti, M., Lodi, A., & Zarpellon, G. (2018). Learning milp resolution outcomes before reaching time-limit. (Technical Report n° DS4DM-2018-009). External link

L

Lodi, A., & Zarpellon, G. (2017). On learning and branching: A survey. (Technical Report n° DS4DM-2017-004). External link

Z

Zarpellon, G., Jo, J., Lodi, A., & Bengio, Y. (2021, February). Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies [Paper]. 35th AAAI Conference on Artificial Intelligence / 33rd Conference on Innovative Applications of Artificial Intelligence / 11th Symposium on Educational Advances in Artificial Intelligence. Published in Proceedings of the ... AAAI Conference on Artificial Intelligence, 35(5). External link

Zarpellon, G. (2020). Machine learning algorithms in Mixed-Integer Programming [Ph.D. thesis, Polytechnique Montréal]. Available

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