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Optimal Decision Diagrams for Classification



Alexandre M. Florio , Pedro Martins , Maximilian Schiffer , Thiago Serra , Thibaut Vidal


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Robust Counterfactual Explanations for Random Forests



Alexandre Forel , Axel Parmentier , Thibaut Vidal


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Optimal Counterfactual Explanations in Tree Ensembles



Axel Parmentier , Thibaut Vidal

* Authors Accepted Manuscript (AAM), to be published in the Proceedings of the 38th International Conference on Machine Learning, PMLR 139, 2021. Additional typo corrections. Open source code available at https://github.com/vidalt/OCEAN 

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Semi-Supervised Clustering with Inaccurate Pairwise Annotations



Daniel Gribel , Michel Gendreau , Thibaut Vidal


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Community Detection in the Stochastic Block Model by Mixed Integer Programming



Breno Serrano , Thibaut Vidal


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Hybrid Genetic Search for the CVRP: Open-Source Implementation and SWAP* Neighborhood



Thibaut Vidal


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Assortative-Constrained Stochastic Block Models



Daniel Gribel , Thibaut Vidal , Michel Gendreau


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Born-Again Tree Ensembles



Thibaut Vidal , Toni Pacheco , Maximilian Schiffer


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PILS: Exploring high-order neighborhoods by pattern mining and injection



Florian Arnold , Ítalo Santana , Kenneth Sörensen , Thibaut Vidal


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