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Laurent Charlin: "Exact Combinatorial Optimization with Graph Convolutional Neural Networks"

Laurent Charlin: "Exact Combinatorial Optimization with Graph Convolutional Neural Networks"

Combinatorial Optimization with Physics-Inspired Graph Neural Networks

Combinatorial Optimization with Physics-Inspired Graph Neural Networks

Continual Learning with Foundation Models: An Empirical Study of Latent Replay - CoLLAs 2022

Continual Learning with Foundation Models: An Empirical Study of Latent Replay - CoLLAs 2022

TutORial: Machine Learning and Data Mining with Combinatorial Optimization Algorithms

TutORial: Machine Learning and Data Mining with Combinatorial Optimization Algorithms

NIPS 2017 Spotlight - Learning Combinatorial Optimization Algorithms over Graphs

NIPS 2017 Spotlight - Learning Combinatorial Optimization Algorithms over Graphs

CP2020 Boosting Combinatorial Optimization via Machine Learning

CP2020 Boosting Combinatorial Optimization via Machine Learning

Recent Advances in Integrating Machine Learning and Combinatorial Optimization - Tutorial at AAAI-21

Recent Advances in Integrating Machine Learning and Combinatorial Optimization - Tutorial at AAAI-21

Graph Convolutional Networks - Oxford Geometric Deep Learning

Graph Convolutional Networks - Oxford Geometric Deep Learning

TILOS Seminar: How to use Machine Learning for Combinatorial Optimization (2022-07-20)

TILOS Seminar: How to use Machine Learning for Combinatorial Optimization (2022-07-20)

[SC'20] FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems

[SC'20] FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems

Andrea Lodi - Machine Learning for Combinatorial Optimization

Andrea Lodi - Machine Learning for Combinatorial Optimization

CLARIPHY Topical Meeting (04 Dec 2020) - Graph Neural Networks for Reconstruction

CLARIPHY Topical Meeting (04 Dec 2020) - Graph Neural Networks for Reconstruction