Giulia Zarpellon

11 papers A* 2B 2Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Pyafscgap.org: Open source multi-modal Python-based tools for NOAA AFSC RACE GAP.
J. Open Source Softw.
A Samuel Pottinger, Giulia Zarpellon
2022 J jnl
A Classifier to Decide on the Linearization of Mixed-Integer Quadratic Problems in CPLEX.
Oper. Res.
Pierre Bonami, Andrea Lodi, Giulia Zarpellon
2022 J jnl
Learning To Cut By Looking Ahead: Cutting Plane Selection via Imitation Learning.
CoRR
Max B. Paulus, Giulia Zarpellon, Andreas Krause, Laurent Charlin, Chris J. Maddison
2022 A* conf
Learning to Cut by Looking Ahead: Cutting Plane Selection via Imitation Learning.
ICML
Max B. Paulus, Giulia Zarpellon, Andreas Krause, Laurent Charlin, Chris J. Maddison
2022 J jnl
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights.
CoRR
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
2021 J jnl
Biohybrid soft robots with self-stimulating skeletons.
Sci. Robotics
Maria Guix, Rafael Mestre, Tania Patiño, Marco De Corato, Judith Fuentes, Giulia Zarpellon, Samuel Sánchez
2021 A* conf
Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies.
AAAI
Giulia Zarpellon, Jason Jo, Andrea Lodi, Yoshua Bengio
2021 — conf
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights.
NeurIPS (Competition and Demos)
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
2020 J jnl
Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies.
CoRR
Giulia Zarpellon, Jason Jo, Andrea Lodi, Yoshua Bengio
2019 B conf
Learning MILP Resolution Outcomes Before Reaching Time-Limit.
CPAIOR
Martina Fischetti, Andrea Lodi, Giulia Zarpellon
2018 B conf
Learning a Classification of Mixed-Integer Quadratic Programming Problems.
CPAIOR
Pierre Bonami, Andrea Lodi, Giulia Zarpellon