Concepedia

Didier Chételat

DC

8

Publications

555

Citations

8

H-Index

2019

Active since

Affiliations

Polytechnique Montréal(Current)

Google DeepMind (United Kingdom)

University of Toronto

Didier Chételat is an author at Polytechnique Montréal specializing in engineering, combinatorial optimization, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningArtificial IntelligenceCombinatorial OptimizationGraph TheoryGraph ProcessingMathematical ProgrammingDeep Learning

Publications per year

2019–2024

8

Publications

8

Exact Combinatorial Optimization with Graph Convolutional Neural Networks

Maxime Gasse, Didier Chételat, Nicola Ferroni et al. · arXiv (Cornell University) · 2019 · 224 citations · Full text

Mathematical Programming, Artificial Intelligence, Combinatorial Optimization Problems +18

Combinatorial Optimization and Reasoning with Graph Neural Networks

Quentin Cappart, Didier Chételat, Elias B. Khalil et al. · Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) · 2021 · 170 citations

Artificial Intelligence, Graph Neural Networks, Engineering +14

Combinatorial Optimization and Reasoning with Graph Neural Networks

Quentin Cappart, Didier Chételat, Elias B. Khalil et al. · 2021 · 54 citations · Full text

Artificial Intelligence, Graph Neural Networks, Engineering +14

Exact Combinatorial Optimization with Graph Convolutional Neural Networks

Maxime Gasse, Didier Chételat, Nicola Ferroni et al. · PolyPublie (École Polytechnique de Montréal) · 2019 · 44 citations · Full text

Mathematical Programming, Artificial Intelligence, Combinatorial Optimization Problems +18

Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers

Antoine Prouvost, Justin Dumouchelle, Lara Scavuzzo et al. · arXiv (Cornell University) · 2020 · 19 citations · Full text

Mathematical Programming, Artificial Intelligence, Model Optimization +15

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