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Andrea Lodi

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One-for-many Counterfactual Explanations by Column Generation

Feb 12, 2024
Andrea Lodi, Jasone Ramírez-Ayerbe

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Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming

Feb 08, 2024
Lara Scavuzzo, Karen Aardal, Andrea Lodi, Neil Yorke-Smith

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A Reinforcement Learning Approach for Dynamic Rebalancing in Bike-Sharing System

Feb 05, 2024
Jiaqi Liang, Sanjay Dominik Jena, Defeng Liu, Andrea Lodi

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Revisiting column-generation-based matheuristic for learning classification trees

Aug 22, 2023
Krunal Kishor Patel, Guy Desaulniers, Andrea Lodi

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Structured Pruning of Neural Networks for Constraints Learning

Jul 14, 2023
Matteo Cacciola, Antonio Frangioni, Andrea Lodi

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A machine learning framework for neighbor generation in metaheuristic search

Dec 22, 2022
Defeng Liu, Vincent Perreault, Alain Hertz, Andrea Lodi

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Learning to repeatedly solve routing problems

Dec 15, 2022
Mouad Morabit, Guy Desaulniers, Andrea Lodi

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Connectivity-constrained Interactive Panoptic Segmentation

Dec 13, 2022
Ruobing Shen, Bo Tang, Andrea Lodi, Ismail Ben Ayed, Thomas Guthier

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Learning to Compare Nodes in Branch and Bound with Graph Neural Networks

Oct 30, 2022
Abdel Ghani Labassi, Didier Chételat, Andrea Lodi

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Explainable prediction of Qcodes for NOTAMs using column generation

Aug 09, 2022
Krunal Kishor Patel, Guy Desaulniers, Andrea Lodi, Freddy Lecue

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