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Giulia Zarpellon
Giulia Zarpellon
Data Scientist, Eurecat - Centre Tecnologic de Catalunya
Email confirmado em cs.toronto.edu - Página inicial
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Ano
On learning and branching: a survey
A Lodi, G Zarpellon
Top 25, 207-236, 2017
2232017
Parameterizing branch-and-bound search trees to learn branching policies
G Zarpellon, J Jo, A Lodi, Y Bengio
Proceedings of the aaai conference on artificial intelligence 35 (5), 3931-3939, 2021
1022021
Learning a classification of mixed-integer quadratic programming problems
P Bonami, A Lodi, G Zarpellon
Integration of Constraint Programming, Artificial Intelligence, and …, 2018
1002018
Learning to cut by looking ahead: Cutting plane selection via imitation learning
MB Paulus, G Zarpellon, A Krause, L Charlin, C Maddison
International conference on machine learning, 17584-17600, 2022
582022
The machine learning for combinatorial optimization competition (ml4co): Results and insights
M Gasse, S Bowly, Q Cappart, J Charfreitag, L Charlin, D Chételat, ...
NeurIPS 2021 competitions and demonstrations track, 220-231, 2022
222022
A classifier to decide on the linearization of mixed-integer quadratic problems in CPLEX
P Bonami, A Lodi, G Zarpellon
Operations research 70 (6), 3303-3320, 2022
192022
Learning MILP resolution outcomes before reaching time-limit
M Fischetti, A Lodi, G Zarpellon
Integration of Constraint Programming, Artificial Intelligence, and …, 2019
192019
Integration of constraint programming, artificial intelligence, and operations research
P Bonami, A Lodi, G Zarpellon, WJ Hoeve
Learning a Classification of Mixed-Integer Quadratic Programming Problems …, 2018
72018
On learning and branching: a survey. TOP 25 (2), 207–236 (2017)
A Lodi, G Zarpellon
7
Machine Learning Algorithms in Mixed-Integer Programming
G Zarpellon
Ecole Polytechnique, Montreal (Canada), 2020
22020
Learning To Cut By Looking Ahead: Imitation Learning for Cutting Plane Selection
MB Paulus, G Zarpellon, A Krause, L Charlin, CJ Maddison
Proceedings of the 39th International Conference on Machine Learning 162 …, 2022
2022
Rejoinder on: On learning and branching: a survey
A Lodi, G Zarpellon
Top 25, 247-248, 2017
2017
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