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Axel Parmentier

ENPC

CF-OPT: Counterfactual Explanations for Structured Prediction

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May 28, 2024
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Predicting Accurate Lagrangian Multipliers for Mixed Integer Linear Programs

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Oct 23, 2023
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Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows

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Apr 03, 2023
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Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet Control

Feb 08, 2023
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Explainable Data-Driven Optimization: From Context to Decision and Back Again

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Jan 24, 2023
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Learning with Combinatorial Optimization Layers: a Probabilistic Approach

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Jul 27, 2022
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Robust Counterfactual Explanations for Random Forests

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May 27, 2022
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Learning structured approximations of operations research problems

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Jul 09, 2021
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Optimal Counterfactual Explanations in Tree Ensembles

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Jun 25, 2021
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Learning to solve the single machine scheduling problem with release times and sum of completion times

Jan 04, 2021
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