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Guilherme Alves

8
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Publications

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Reducing Unintended Bias of ML Models on Tabular and Textual Data

Guilherme Alves , Maxime Amblard , Fabien Bernier , Miguel Couceiro , Amedeo Napoli
DSAA 2021 - 8th IEEE International Conference on Data Science and Advanced Analytics, Oct 2021, Porto (virtual event), Portugal. pp.1-10
Conference papers hal-03312797v2
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Sélection de mesures de similarité pour les données catégorielles

Guilherme Alves , Miguel Couceiro , Amedeo Napoli
EGC 2020 - 20ème édition de la conférence Extraction et Gestion des Connaissances, Jan 2020, Bruxelles, Belgique
Conference papers hal-02410221v1
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Making ML models fairer through explanations: the case of LimeOut

Guilherme Alves , Vaishnavi Bhargava , Miguel Couceiro , Amedeo Napoli
9th International Conference on Analysis of Images, Social Networks, and Texts 2020 (AIST 2020), Oct 2020, Moscow, Russia
Conference papers hal-02864059v5
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Towards a Constrained Clustering Algorithm Selection

Guilherme Alves , Miguel Couceiro , Amedeo Napoli
26èmes Rencontres de la Société Francophone de Classification, SFC 2019 - XXVIe Rencontres de la Société Francophone de Classification, Sep 2019, Nancy, France
Conference papers hal-02397436v1
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Hybrid processing for algorithmic fairness

Guilherme Alves
Computer Science [cs]. Université de Lorraine, 2022. English. ⟨NNT : 2022LORR0323⟩
Theses tel-04099678v1