Giulia Zarpellon

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Parallel Thinning

Imitation Learning

Combinatorial Optimization

Top Venues

Publications

A Samuel Pottinger, Giulia Zarpellon
Pyafscgap.org: Open source multi-modal Python-based tools for NOAA AFSC RACE GAP. J. Open Source Softw. 8 (87) (2023)
Max B. Paulus, Giulia Zarpellon, Andreas Krause, Laurent Charlin, Chris J. Maddison
Learning To Cut By Looking Ahead: Cutting Plane Selection via Imitation Learning. CoRR (2022)
Pierre Bonami, Andrea Lodi, Giulia Zarpellon
A Classifier to Decide on the Linearization of Mixed-Integer Quadratic Problems in CPLEX. Oper. Res. 70 (6) (2022)
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 Yangm, 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, Chen Binbin, He Minggui, Hao Hao, Zhang Zhiyu, An Zhiwu, Mao Kun
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights. CoRR (2022)
Max B. Paulus, Giulia Zarpellon, Andreas Krause, Laurent Charlin, Chris J. Maddison
Learning to Cut by Looking Ahead: Cutting Plane Selection via Imitation Learning. ICML (2022)
Giulia Zarpellon, Jason Jo, Andrea Lodi, Yoshua Bengio
Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies. AAAI (2021)
Maxime Gasse, Simon Bowly, Quentin Cappart, Jonas Charfreitag, Laurent Charlin, Didier Chételat, Antonia Chmiela, Justin Dumouchelle, Ambros M. Gleixner, Aleksandr M. Kazachkov, Elias 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
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights. NeurIPS (Competition and Demos) (2021)
Maria Guix, Rafael Mestre, Tania Patiño, Marco De Corato, Judith Fuentes, Giulia Zarpellon, Samuel Sánchez
Biohybrid soft robots with self-stimulating skeletons. Sci. Robotics 6 (53) (2021)
Giulia Zarpellon, Jason Jo, Andrea Lodi, Yoshua Bengio
Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies. CoRR (2020)
Martina Fischetti, Andrea Lodi, Giulia Zarpellon
Learning MILP Resolution Outcomes Before Reaching Time-Limit. CPAIOR (2019)
Pierre Bonami, Andrea Lodi, Giulia Zarpellon
Learning a Classification of Mixed-Integer Quadratic Programming Problems. CPAIOR (2018)