Concepedia

Giulia Zarpellon

GZ

Statistics

Publications

5

Citations

382

H-Index

5

Active since

2017

Affiliations

Polytechnique Montréal(Current)

Giulia Zarpellon is an author at Polytechnique Montréal specializing in machine learning, computer science, and artificial intelligence.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceAutomated ReasoningMathematical ProgrammingData ScienceOptimizationRobot LearningLearning Analytics

Publications per year

2017–2022

5

Publications

5

On learning and branching: a survey

Andrea Lodi, Giulia Zarpellon · Top · 2017 · 168 citations

Artificial Intelligence, Engineering, Machine Learning +6

Biohybrid soft robots with self-stimulating skeletons

Maria Guix, Rafael Mestre, Tania Patiño et al. · Science Robotics · 2021 · 140 citations · Full text

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

Pierre Bonami, Andrea Lodi, Giulia Zarpellon · Operations Research · 2022 · 32 citations · Full text

Numerical Analysis, Mathematical Programming, Artificial Intelligence +15

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

Giulia Zarpellon, Jason Jo, Andrea Lodi et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 23 citations · Full text

Artificial Intelligence, Mathematical Programming, Engineering +18

Learning To Cut By Looking Ahead: Cutting Plane Selection via Imitation Learning

Max B. Paulus, Giulia Zarpellon, Andreas Krause et al. · arXiv (Cornell University) · 2022 · 19 citations · Full text

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