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Agathe Fernandes Machado

3 papers at tracked venues · 1 at CORE A* · active 2025–2025

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Venues

IJCAI ×2AAAI ×1

Frequent coauthors

Ewen Gallic
×2
Arthur Charpentier
×2

Papers

  1. Ensuring Reliable and Transparent Algorithmic Fairness Through Optimal Transport and Uncertainty Quantification
    IJCAI 2025 · Agathe Fernandes Machado
  2. Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport
    IJCAI 2025 · Agathe Fernandes Machado,
    Ewen Gallic
    ,
    Arthur Charpentier
  3. Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness
    AAAI 2025 · Agathe Fernandes Machado,
    Arthur Charpentier
    ,
    Ewen Gallic