Giulia Zarpellon

According to our database, Giulia Zarpellon authored at least 9 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Pyafscgap.org: Open source multi-modal Python-based tools for NOAA AFSC RACE GAP.

A Samuel Pottinger, Giulia Zarpellon

J. Open Source Softw., July, 2023

2022

A Classifier to Decide on the Linearization of Mixed-Integer Quadratic Problems in CPLEX.

Pierre Bonami, Andrea Lodi, Giulia Zarpellon

Oper. Res., November, 2022

The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights.

Maxime Gasse, Quentin Cappart, Jonas Charfreitag, Laurent Charlin, Didier Chételat, Antonia Chmiela, Justin Dumouchelle, Ambros M. Gleixner, Aleksandr M. Kazachkov, Elias B. Khalil, Pawel Lichocki, Andrea Lodi, Miles Lubin, Chris J. Maddison, Christopher Morris, Dimitri J. Papageorgiou, Augustin Parjadis, Sebastian Pokutta, Antoine Prouvost, Lara Scavuzzo, Giulia Zarpellon, Linxin Yang, Sha Lai, Akang Wang, Xiaodong Luo, Xiang Zhou, Haohan Huang, Sheng Cheng Shao, Yuanming Zhu, Dong Zhang, Tao Quan, Zixuan Cao, Yang Xu, Zhewei Huang, Shuchang Zhou, Binbin Chen, Minggui He, Hao Hao, Zhiyu Zhang, Zhiwu An, Kun Mao

CoRR, 2022

Learning to Cut by Looking Ahead: Cutting Plane Selection via Imitation Learning.

Max B. Paulus, Giulia Zarpellon, Andreas Krause, Laurent Charlin, Chris J. Maddison

Proceedings of the International Conference on Machine Learning, 2022

2021

Biohybrid soft robots with self-stimulating skeletons.

Maria Guix, Rafael Mestre, Tania Patiño, Marco De Corato, Judith Fuentes, Giulia Zarpellon, Samuel Sánchez

Sci. Robotics, 2021

The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights.

Maxime Gasse, Simon Bowly, Quentin Cappart, Jonas Charfreitag, Laurent Charlin, Didier Chételat, Antonia Chmiela, Justin Dumouchelle, Ambros M. Gleixner, Aleksandr M. Kazachkov, Elias B. Khalil, Pawel Lichocki, Andrea Lodi, Miles Lubin, Chris J. Maddison, Christopher Morris, Dimitri J. Papageorgiou, Augustin Parjadis, Sebastian Pokutta, Antoine Prouvost, Lara Scavuzzo, Giulia Zarpellon, Linxin Yang, Sha Lai, Akang Wang, Xiaodong Luo, Xiang Zhou, Haohan Huang, Sheng Cheng Shao, Yuanming Zhu, Dong Zhang, Tao Quan, Zixuan Cao, Yang Xu, Zhewei Huang, Shuchang Zhou, Binbin Chen, Minggui He, Hao Hao, Zhiyu Zhang, Zhiwu An, Kun Mao

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies.

Giulia Zarpellon, Jason Jo, Andrea Lodi, Yoshua Bengio

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Learning MILP Resolution Outcomes Before Reaching Time-Limit.

Martina Fischetti, Andrea Lodi, Giulia Zarpellon

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2019

2018

Learning a Classification of Mixed-Integer Quadratic Programming Problems.

Pierre Bonami, Andrea Lodi, Giulia Zarpellon

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018